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augment-mcp-registry v1.0.0

┌─ MCP Server Registry ────────────────────────────────────────────┐
│                                                                  │
│  Discover and integrate Model Context Protocol servers           │
│  to enhance your AI development workflow                         │
│                                                                  │
└──────────────────────────────────────────────────────────────────┘

$mcp-registry search

↑↓ navigate • ⏎ select • / search • esc clear

Found 286 servers

┌─────┐
│ PR  │
│ OSS │
└─────┘

prisma@prisma

43.0k1.8kOpen Source

Next-generation ORM for Node.js & TypeScript supporting PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB.

tools: prisma client, prisma migrate, prisma studio

┌─────┐
│ MI  │
│ OSS │
└─────┘

mindsdb@mindsdb

34.9k5.6kOpen Source

AI’s query-engine & MCP server for building agents that answer questions over large-scale, federated data sources.

tools: views, knowledge bases, ml models, jobs +2 more

┌─────┐
│ GI  │
│ SRV │
└─────┘

github-mcp-server@github

17.4k1.3kEnterprise

GitHub’s official Model Context Protocol (MCP) server that exposes rich, tool-oriented access to GitHub’s REST & GraphQL APIs. Supports remote (hosted) or local (Docker / native Go binary) deployment and fine-grained toolset configuration.

tools: cancel_workflow_run, delete_workflow_run_logs, download_workflow_run_artifact, get_job_logs +70 more

┌─────┐
│ SC  │
│ OSS │
└─────┘

screenpipe@mediar-ai

15.4k1.2kOpen Source

AI app-store platform that continuously records a user’s desktop (screen + mic) locally, indexes it, and exposes an API so developers can build context-aware AI desktop apps (“pipes”) in Next.js, publish them and monetise through the built-in store.

tools: screenpipe, pipe create, pipe register, pipe publish +1 more

┌─────┐
│ PL  │
│ OSS │
└─────┘

playwright-mcp@microsoft

14.7k1.0kOpen Source

Playwright MCP server

┌─────┐
│ FI  │
│ OSS │
└─────┘

Figma-Context-MCP@GLips

9.5k774Open Source

MCP server to provide Figma layout information to AI coding agents like Cursor

┌─────┐
│ GE  │
│ OSS │
└─────┘

genai-toolbox@googleapis

8.3k607Open Source

MCP Toolbox for Databases – an open-source MCP server that sits between Gen-AI agents and relational data sources, providing connection pooling, auth, observability, and a YAML-driven tool definition system.

tools: search-hotels-by-name

┌─────┐
│ GH  │
│ OSS │
└─────┘

GhidraMCP@LaurieWired

5.5k404Open Source

Model-Context-Protocol (MCP) server and Ghidra plugin that lets LLM clients de-compile and analyse binaries through Ghidra autonomously.

tools: decompile and analyze binaries in ghidra, automatically rename methods and data, list methods, classes, imports, and exports

┌─────┐
│ AW  │
│ OSS │
└─────┘

awslabs/mcp@awslabs

4.7k585Open Source

Suite of AWS-focused Model Context Protocol (MCP) servers – lightweight Python services that expose AWS tooling, documentation, pricing, IaC and other capabilities to MCP-compatible AI clients (Amazon Q, Cline, Cursor, Windsurf, etc.).

tools: aws api mcp server, aws documentation mcp server, aws cdk mcp server, aws terraform mcp server +49 more

┌─────┐
│ WH  │
│ SPL │
└─────┘

whatsapp-mcp@lharries

4.6k658Specialized

Model-Context-Protocol (MCP) server that lets Claude / Cursor read, search and send WhatsApp messages (text & media) through your personal account.

tools: search_contacts, list_messages, list_chats, get_chat +8 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-playwright@executeautomation

4.5k371Open Source

Playwright Model Context Protocol Server – expose Playwright-based browser automation, screenshotting, code-gen and JS execution as MCP tools.

┌─────┐
│ WO  │
│ OSS │
└─────┘

wonderwhy-er/DesktopCommanderMCP@wonderwhy-er

4.1k447Open Source

Model-Context-Protocol (MCP) server that lets Claude Desktop run terminal commands, manage processes and edit/search local files via AI-driven tools.

tools: get_config, set_config_value, start_process, interact_with_process +19 more

┌─────┐
│ GI  │
│ OSS │
└─────┘

git-mcp@idosal

3.7k259Open Source

GitMCP is a free, open-source Model Context Protocol (MCP) server that turns any GitHub repository or GitHub-Pages site into an AI-readable documentation hub, eliminating code-hallucinations in tools such as Cursor, VSCode, Claude Desktop, etc.

tools: fetch_<repo-name>_documentation, search_<repo-name>_documentation, fetch_url_content, search_<repo-name>_code +3 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp@BrowserMCP

3.4k228Open Source

Browser MCP – a Model Context Provider (MCP) server + Chrome extension enabling local, private AI-driven browser automation.

┌─────┐
│ ID  │
│ SPL │
└─────┘

ida-pro-mcp@mrexodia

2.8k287Specialized

MCP (Model Context Protocol) server and IDA Pro plugin that exposes IDA functionality (decompile, disassemble, xrefs, rename, debugging, …) through JSON-RPC so LLM-based clients (Cline, Cursor, Claude, VS Code agent mode, etc.) can automate reverse-engineering tasks.

tools: check_connection, get_metadata, get_function_by_name, get_function_by_address +32 more

┌─────┐
│ MC  │
│ SRV │
└─────┘

mcp-server-cloudflare@cloudflare

2.8k232Enterprise

Monorepo that hosts Cloudflare-maintained Model Context Protocol (MCP) servers. Each app exposes Cloudflare services (Workers bindings, observability, browser rendering, etc.) to any MCP-compatible client so developers can programmatically inspect or modify their Cloudflare account via natural-language tool calls.

tools: documentation server, workers bindings server, workers builds server, observability server +11 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-atlassian@sooperset

2.6k471Open Source

Model Context Protocol (MCP) server that adds Confluence & Jira Cloud/Server support, exposing rich read/write tools for AI assistants.

tools: confluence_add_comment, confluence_add_label, confluence_create_page, confluence_delete_page +37 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-browserbase@browserbase

2.3k241Specialized

MCP server that lets LLMs control cloud browsers through Browserbase & Stagehand (web automation, screenshots, data-extraction, multi-session).

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-chart@antvis

2.2k201Open Source

TypeScript-based Model Context Protocol (MCP) server that exposes 25+ chart-generation tools powered by AntV. Usable over stdio, SSE or streamable HTTP transport and easily integrable into Desktop AI clients or any MCP-compatible platform.

tools: generate_area_chart, generate_bar_chart, generate_boxplot_chart, generate_column_chart +21 more

┌─────┐
│ EX  │
│ SRV │
└─────┘

exa-mcp-server@exa-labs

2.0k174Enterprise

Model Context Protocol (MCP) server that lets AI assistants (e.g., Claude Desktop) access Exa AI’s web-search API with optional tools for company research, crawling, LinkedIn search and deep research automation.

tools: web_search_exa, company_research, crawling, linkedin_search +2 more

┌─────┐
│ EX  │
│ OSS │
└─────┘

excel-mcp-server@haris-musa

1.8k206Open Source

Model Context Protocol server that lets AI agents create, read and modify Excel workbooks without a local Excel install.

┌─────┐
│ SU  │
│ OSS │
└─────┘

supabase-mcp@supabase-community

1.8k167Open Source

Node-based Model Context Protocol server that exposes Supabase projects (tables, docs, functions, etc.) to AI assistants such as Cursor, Claude and Windsurf.

tools: list_projects, get_project, create_project, pause_project +27 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-obsidian@MarkusPfundstein

1.6k197Specialized

MCP server that interacts with Obsidian via the Local REST API community plugin, exposing tools for listing, reading, searching and modifying notes inside an Obsidian vault.

tools: list_files_in_vault, list_files_in_dir, get_file_contents, search +3 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-cli@chrishayuk

1.6k270Open Source

Python-based command-line interface for interacting with Model Context Protocol (MCP) servers; offers chat, interactive shell, and automation modes with built-in LLM provider & tool management.

tools: list_tables, describe_table, read_query, write_file +1 more

┌─────┐
│ MO  │
│ OSS │
└─────┘

mobile-mcp@mobile-next

1.6k146Open Source

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

┌─────┐
│ AR  │
│ OSS │
└─────┘

arxiv-mcp-server@blazickjp

1.5k93Open Source

Model-Context-Protocol (MCP) server that lets AI assistants search, download and analyse arXiv papers through a simple tool interface.

tools: search_papers, download_paper, list_papers, read_paper

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-shrimp-task-manager@cjo4m06

1.4k162Open Source

Shrimp Task Manager – an MCP server that turns natural-language requests into structured development tasks with dependency tracking, reflection and web/GUI support for AI agents.

tools: plan_task, analyze_task, process_thought, reflect_task +9 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-installer@anaisbetts

1.3k170Open Source

MCP server that installs other MCP servers (via npm or PyPI) so Claude can use them.

┌─────┐
│ GR  │
│ OSS │
└─────┘

grafana/mcp-grafana@grafana

1.3k111Open Source

Go implementation of a Model-Context-Protocol (MCP) server that exposes Grafana, Prometheus, Loki and related APIs as structured MCP tools.

tools: list_teams, list_users_by_org, search_dashboards, get_dashboard_by_uid +37 more

┌─────┐
│ AN  │
│ OSS │
└─────┘

anyquery@julien040

1.1k63Open Source

Query anything (files, databases, +40 app integrations) with SQL, expose results to LLMs over the Model-Context-Protocol (MCP) and act as a MySQL-compatible server.

tools: anyquery, anyquery mcp, anyquery gpt, anyquery server

┌─────┐
│ DB  │
│ OSS │
└─────┘

dbhub@bytebase

1.0k98Open Source

Universal database gateway implementing the Model Context Protocol (MCP) server interface. Lets MCP-compatible clients (Cursor, Claude, etc.) explore and query MySQL, PostgreSQL, MariaDB, SQL Server and SQLite databases.

tools: execute_sql, generate_sql, explain_db

┌─────┐
│ BR  │
│ SRV │
└─────┘

brightdata-mcp@brightdata

1.0k139Enterprise

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for real-time web access, scraping and browser automation for LLM/agent integrations.

tools: search_engine, scrape_as_markdown

┌─────┐
│ ME  │
│ OSS │
└─────┘

metamcp@metatool-ai

946130Open Source

MetaMCP – an all-in-one MCP (Model Context Protocol) aggregator/orchestrator/middleware & gateway packaged for Docker. It groups multiple MCP servers into namespaces, exposes unified endpoints (SSE, Streamable HTTP, OpenAPI) and lets you plug in middlewares, auth (API-Key & OIDC) and inspection tools.

tools: list_tools, call_tool

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-kubernetes@Flux159

933147Open Source

MCP (Model Context Protocol) server that exposes high-level Kubernetes and Helm management tools through the MCP interface. It auto-detects kubeconfig, supports non-destructive mode, and bundles many kubectl/helm operations for chat-based automation.

tools: kubectl_get, kubectl_describe, kubectl_create, kubectl_apply +17 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-jetbrains@JetBrains

88163Open Source

Model-Context-Protocol proxy server that forwards MCP requests from external clients (e.g., VS Code, Claude Desktop, Docker containers) to a running JetBrains IDE (IntelliJ IDEA, PyCharm, WebStorm, Android Studio, etc.).

tools: list_tools

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-unity@CoderGamester

824104Open Source

Model Context Protocol (MCP) plugin that bridges Unity Editor with a Node.js-based MCP server, letting AI assistants (Claude, Windsurf, Cursor, Copilot, etc.) programmatically manipulate scenes, assets and tests inside Unity.

tools: execute_menu_item, select_gameobject, update_gameobject, update_component +11 more

┌─────┐
│ IO  │
│ SPL │
└─────┘

ios-simulator-mcp@joshuayoes

81334Specialized

MCP server for interacting with the iOS simulator (iOS Simulator MCP Server).

tools: screenshot, record_video, stop_recording

┌─────┐
│ PO  │
│ OSS │
└─────┘

postgres-mcp@crystaldba

81389Open Source

Postgres MCP Pro – a Python-based Model Context Protocol (MCP) server that adds Postgres health checks, index tuning, explain-plan analysis and safe SQL execution for AI agents.

tools: list_schemas, list_objects, get_object_details, execute_sql +5 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-qdrant@qdrant

808114Open Source

Official Model Context Protocol (MCP) server that uses Qdrant as a semantic-memory backend (vector store). It exposes two MCP tools – qdrant-store and qdrant-find – for persisting and retrieving embeddings.

tools: qdrant-store, qdrant-find

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-notion-server@suekou

799133Open Source

MCP Server that lets LLMs interact with Notion workspaces. Includes optional Markdown-conversion to minimise token usage.

tools: notion_append_block_children, notion_retrieve_block, notion_retrieve_block_children, notion_delete_block +13 more

┌─────┐
│ FE  │
│ OSS │
└─────┘

fetcher-mcp@jae-jae

79057Open Source

MCP server that fetches web-page content via a Playwright headless browser, with Readability extraction and HTTP/SSE transports.

tools: fetch_url, fetch_urls

┌─────┐
│ SU  │
│ OSS │
└─────┘

suekou/mcp-notion-server@suekou

787134Open Source

Node-based MCP server that lets LLMs read/write Notion workspaces via the Notion API; supports optional Markdown conversion to shrink token usage.

tools: notion_append_block_children, notion_retrieve_block, notion_retrieve_block_children, notion_delete_block +13 more

┌─────┐
│ SU  │
│ OSS │
└─────┘

supabase-mcp-server@alexander-zuev

77493Open Source

Query MCP enables end-to-end management of Supabase via chat interface (SQL execution, Management API, Auth Admin SDK, automatic migrations, safety layer, etc.).

tools: get_schemas, get_tables, get_table_schema, execute_postgresql +9 more

┌─────┐
│ OP  │
│ OSS │
└─────┘

openapi-mcp-server@janwilmake

75281Open Source

Model-Context-Protocol (MCP) server that lets Claude/Cursor search & explore any OpenAPI spec via openapisearch.com, summarising APIs in plain language.

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-language-server@isaacphi

74855Open Source

MCP server that proxies any stdio-based Language Server (LSP) and exposes semantic code-navigation tools (definition, references, hover, rename, diagnostics, edit) to MCP-capable LLM clients.

tools: definition, references, diagnostics, hover +2 more

┌─────┐
│ MY  │
│ OSS │
└─────┘

mysql_mcp_server@designcomputer

698162Open Source

Python implementation of a Model Context Protocol (MCP) server that safely exposes MySQL databases to AI clients.

tools: list available mysql tables as resources, read table contents, execute sql queries with proper error handling, secure database access through environment variables +1 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-mysql@benborla

67991Open Source

A Model Context Protocol (MCP) server that lets LLMs inspect MySQL schemas and execute SQL queries (read-only by default, writable when enabled). Built with Node.js.

tools: mysql_query

┌─────┐
│ GO  │
│ SPL │
└─────┘

godot-mcp@Coding-Solo

66975Specialized

MCP server for interfacing with Godot – lets AI assistants launch/run Godot projects, capture debug output, manipulate scenes, etc.

tools: launch_editor, run_project, get_debug_output, stop_project +10 more

┌─────┐
│ KU  │
│ OSS │
└─────┘

kubectl-mcp-server@rohitg00

667118Open Source

A Model Context Protocol server that lets AI assistants (Claude, Cursor, Windsurf, etc.) issue natural-language Kubernetes commands through kubectl/Helm.

tools: connect to a kubernetes cluster, list and manage pods, services, deployments, and nodes, create, delete, and describe pods and other resources, get pod logs and kubernetes events +60 more

┌─────┐
│ BR  │
│ OSS │
└─────┘

browser-use-mcp-server@co-browser

66387Open Source

MCP server that lets AI agents control a Chromium-based browser through the browser-use Playwright wrapper. Offers SSE and stdio transports, optional VNC streaming, and Docker support.

┌─────┐
│ K8  │
│ OSS │
└─────┘

k8m@weibaohui

59097Open Source

AI-driven mini Kubernetes dashboard (MCP-enabled). Single-binary server with built-in LLMs, multi-cluster management, Kom-based k8s client, AMIS front-end and 49+ MCP tools.

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-neo4j@neo4j-contrib

580144Open Source

Model Context Protocol (MCP) servers and clients for Neo4j – natural-language Cypher, knowledge-graph memory, Aura Cloud management, and graph data-modeling.

tools: mcp-neo4j-cypher, mcp-neo4j-memory, mcp-neo4j-cloud-aura-api, mcp-neo4j-data-modeling

┌─────┐
│ QG  │
│ SPL │
└─────┘

qgis_mcp@jjsantos01

57372Specialized

Model Context Protocol (MCP) server + QGIS plugin that lets LLMs (e.g. Claude) control a local QGIS Desktop session

tools: ping, get_qgis_info, load_project, create_new_project +11 more

┌─────┐
│ JU  │
│ OSS │
└─────┘

jupyter-mcp-server@datalayer

54493Open Source

🪐 ✨ Model Context Protocol (MCP) Server for real-time interaction with Jupyter notebooks (edit, execute, document) over the MCP standard.

tools: insert_execute_code_cell, append_markdown_cell, get_notebook_info, read_cell

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-docker@ckreiling

53262Open Source

MCP server that lets you manage Docker containers, images, networks and volumes through natural-language prompts. Ships CLI + Docker image, supports local or remote (SSH) Docker daemons, and exposes a rich tool set for compose/inspect/debug workflows.

tools: list_containers, create_container, run_container, recreate_container +15 more

┌─────┐
│ FE  │
│ OSS │
└─────┘

fetch-mcp@zcaceres

51787Open Source

A flexible HTTP fetching Model Context Protocol (MCP) server that retrieves web content and returns it as HTML, JSON, plain-text or Markdown.

tools: fetch_html, fetch_json, fetch_txt, fetch_markdown

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-link@automation-ai-labs

50356Open Source

Convert Any OpenAPI V3 API to MCP Server

tools: serve, sse

┌─────┐
│ WE  │
│ SPL │
└─────┘

wenyan-mcp@caol64

49059Specialized

MCP server that formats Markdown with Wenyan themes and publishes the result to WeChat Official Account drafts.

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-filesystem-server@mark3labs

47169Open Source

Go server implementing the Model Context Protocol (MCP) to expose secure filesystem operations (read, write, copy, move, delete, search, etc.) as resources/tools.

tools: read_file, read_multiple_files, write_file, copy_file +10 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-clickhouse@ClickHouse

46590Open Source

Connect ClickHouse to your AI assistants via an MCP (Model Context Protocol) server that exposes ClickHouse and chDB query tools plus a built-in health-check endpoint.

tools: run_select_query, list_databases, list_tables, run_chdb_select_query

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-data-exploration@reading-plus-ai

44847Open Source

MCP Server that equips Claude Desktop with an “explore-data” prompt template plus two tools (load-csv and run-script) for fully-automated, conversational data exploration.

tools: load-csv, run-script

┌─────┐
│ MA  │
│ SPL │
└─────┘

manim-mcp-server@abhiemj

43841Specialized

MCP server that executes Manim animation scripts and returns rendered videos.

┌─────┐
│ CE  │
│ OSS │
└─────┘

centralmind/gateway@centralmind

43747Open Source

Universal MCP-Server that automatically generates LLM-optimised REST & MCP APIs for relational databases (Postgres, MySQL, ClickHouse, Snowflake, etc.).

┌─────┐
│ DE  │
│ SRV │
└─────┘

dev-mcp@Shopify

43646Enterprise

Shopify.dev Model Context Protocol (MCP) server and CLI that exposes tools for Shopify Admin GraphQL, Functions and optional Polaris docs.

tools: learn_shopify_api, search_docs_chunks, fetch_full_docs, introspect_graphql_schema +1 more

┌─────┐
│ LI  │
│ SPL │
└─────┘

line-bot-mcp-server@line

43565Specialized

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

tools: push_text_message, push_flex_message, broadcast_text_message, broadcast_flex_message +6 more

┌─────┐
│ SH  │
│ SRV │
└─────┘

Shopify/dev-mcp@Shopify

41441Enterprise

Model Context Protocol (MCP) server for interacting with Shopify APIs (Admin GraphQL, Functions, optional Polaris).

tools: learn_shopify_api, search_docs_chunks, fetch_full_docs, introspect_admin_schema

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-gsuite@MarkusPfundstein

41383Open Source

MCP (Model-Context-Protocol) server that exposes Gmail and Google Calendar tooling – query mail, draft/reply messages, manage events, and handle multiple Google accounts via OAuth2.

tools: multiple google accounts, get your gmail user information, query emails with flexible search (e.g., unread, from specific senders, date ranges, with attachments), retrieve complete email content by id +9 more

┌─────┐
│ ME  │
│ SPL │
└─────┘

mem0-mcp@mem0ai

40685Specialized

MCP Server that integrates with mem0.ai to store, retrieve and semantically-search coding preferences via an SSE endpoint.

tools: add_coding_preference, get_all_coding_preferences, search_coding_preferences

┌─────┐
│ IT  │
│ OSS │
└─────┘

iterm-mcp@ferrislucas

40243Open Source

Model Context Protocol (MCP) server that lets an AI model read from and write to the active iTerm2 terminal tab, enabling natural-language REPL/CLI interactions.

tools: write_to_terminal, read_terminal_output, send_control_character

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-youtube@anaisbetts

40248Specialized

A Model-Context Protocol server that uses yt-dlp to fetch YouTube subtitles and expose them to Claude/other MCP-compatible LLMs.

┌─────┐
│ JA  │
│ OSS │
└─────┘

jadx-ai-mcp@zinja-coder

39842Open Source

JADX-AI-MCP is a Java plugin for the JADX decompiler plus a companion Python MCP server that lets LLMs (e.g. Claude) inspect and analyse Android APKs in real-time. It exposes rich reverse-engineering tools (fetch_current_class, get_android_manifest, etc.) over Model Context Protocol so an LLM can locate vulnerabilities, review code and decompile resources on-demand.

tools: fetch_current_class(), get_selected_text(), get_all_classes(), get_class_source() +12 more

┌─────┐
│ SL  │
│ OSS │
└─────┘

slack-mcp-server@korotovsky

39847Open Source

Feature-rich Model Context Protocol (MCP) server that lets LLM agents read/search/post Slack messages in both OAuth and totally permission-less stealth modes. Supports Stdio & SSE transports, DM/Group-DM, smart history pagination, proxy routing, built-in caching and a rich tool set.

tools: conversations_history, conversations_replies, conversations_add_message, conversations_search_messages +1 more

┌─────┐
│ WR  │
│ SRV │
└─────┘

wren-engine@Canner

392106Enterprise

The Semantic Engine for Model Context Protocol (MCP) clients and AI agents. Provides a semantic layer that lets LLM-powered agents query enterprise data sources with context, governance and security.

tools: bigqueryconnectioninfo, gcsfileconnectioninfo, localfileconnectioninfo, mssqlconnectioninfo +7 more

┌─────┐
│ CL  │
│ OSS │
└─────┘

claude-debugs-for-you@jasonjmcghee

38932Open Source

VS Code extension + MCP server that lets Claude (or any LLM) drive the VS Code debugger through the Model Context Protocol, enabling interactive, language-agnostic debugging sessions.

tools: debug

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-neon@neondatabase-labs

38956Open Source

Model-Context-Protocol (MCP) server that lets developers interact with Neon Postgres projects & databases via natural-language requests.

tools: list_projects, describe_project, create_project, delete_project +17 more

┌─────┐
│ HO  │
│ OSS │
└─────┘

homeassistant-mcp@tevonsb

38329Open Source

Model Context Protocol server that exposes your Home Assistant instance to LLM-based applications through a secure, real-time HTTP/SSE/WebSocket API.

tools: control, addon, package, automation_config

┌─────┐
│ KU  │
│ OSS │
└─────┘

kubernetes-mcp-server@manusa

37761Open Source

Model Context Protocol (MCP) server for Kubernetes and OpenShift. Native Go binary that offers CRUD, pod-level, namespace, event, Helm and generic resource management operations with no kubectl/helm dependency.

tools: configuration_view, events_list, helm_install, helm_list +15 more

┌─────┐
│ DO  │
│ OSS │
└─────┘

docker-mcp@QuantGeekDev

35447Open Source

MCP (Model Context Protocol) server that lets Claude interact with Docker – create single containers, deploy compose stacks, inspect logs and list containers.

tools: create-container, deploy-compose, get-logs, list-containers

┌─────┐
│ GR  │
│ SRV │
└─────┘

graphlit-mcp-server@graphlit

34242Enterprise

Model Context Protocol (MCP) Server that connects MCP-compatible IDE/agent clients with the Graphlit knowledge-graph platform for ingestion, search, RAG and publishing workflows.

tools: query contents, query collections, query feeds, query conversations +63 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-pandoc@vivekVells

33844Open Source

Model-Context-Protocol (MCP) server that wraps Pandoc to convert documents between Markdown, HTML, PDF, DOCX, LaTeX, reStructuredText, EPUB, ODT, IPYNB and TXT formats.

tools: convert-contents

┌─────┐
│ DU  │
│ OSS │
└─────┘

duckduckgo-mcp-server@nickclyde

33767Open Source

A Model Context Protocol (MCP) server that adds DuckDuckGo web-search and content-fetching tools with rate-limiting and LLM-ready formatting.

tools: search, fetch_content

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-hfspace@evalstate

33048Open Source

Node-based MCP Server that lets you expose one or more Hugging Face Spaces as Model Context Protocol (MCP) endpoints, with special integration for Claude Desktop (file handling, desktop-mode, tool discovery, etc.).

tools: black-forest-labs/flux.1-schnell, shuttleai/shuttle-3.1-aesthetic, shuttleai/shuttle-jaguar, yanze/pulid-flux +16 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-k8s-go@strowk

33041Open Source

Golang-based Model-Context-Protocol (MCP) server that exposes Kubernetes clusters as a set of chat-accessible resources and tools (list/get/create/modify resources, fetch logs, exec, etc.).

tools: list kubernetes contexts, list kubernetes namespaces, list, get, create and modify any kubernetes resources, list kubernetes nodes +4 more

┌─────┐
│ TF  │
│ OSS │
└─────┘

tfmcp@nwiizo

32820Open Source

Terraform Model Context Protocol (MCP) CLI/server that lets AI assistants analyse, plan and apply Terraform with enterprise-grade security.

tools: mcp, analyze, help, resources/list +2 more

┌─────┐
│ DB  │
│ OSS │
└─────┘

dbt-mcp@dbt-labs

32538Open Source

An MCP (Model Context Protocol) server that exposes dbt Core/Cloud functionality – CLI commands, Semantic Layer, model discovery and SQL execution – to any MCP-capable client.

tools: build, compile, docs, ls +15 more

┌─────┐
│ UN  │
│ SPL │
└─────┘

Unity-MCP@IvanMurzak

30329Specialized

Bridge between Large-Language-Model (LLM) clients (Claude, Cursor, custom) and the Unity Editor. Ships as a Unity-package that spins up an MCP server inside the editor and exposes a catalogue of AI-driven “tools” (GameObject, Scene, Assets, Prefab, etc.) so an external client can query or manipulate the open Unity project.

tools: create, destroy, find, modify (tag, layer, name, static) +56 more

┌─────┐
│ EV  │
│ OSS │
└─────┘

evm-mcp-server@mcpdotdirect

30165Open Source

Model Context Protocol (MCP) server that exposes unified blockchain tools/resources for 30+ EVM chains, enabling AI agents to read state, transfer assets and interact with smart-contracts (ENS aware).

tools: get-token-info, get-token-balance, transfer-token, approve-token-spending +15 more

┌─────┐
│ XC  │
│ OSS │
└─────┘

xcode-mcp-server@r-huijts

29719Open Source

An MCP (Model Context Protocol) server that offers rich Xcode, Simulator, CocoaPods and Swift-PM tooling so AI assistants can inspect, build and test Apple-platform projects.

tools: create_xcode_project, add_swift_package, read_file, write_file +3 more

┌─────┐
│ AC  │
│ SRV │
└─────┘

actors-mcp-server@apify

28033Enterprise

Model Context Protocol (MCP) Server that lets AI assistants run any Apify Actor for web-scraping, data-extraction and automation tasks.

tools: facebook posts scraper, google maps email extractor, google search results scraper, instagram scraper +5 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-alchemy@runekaagaard

27950Open Source

MCP (Model Context Protocol) server that lets Claude Desktop explore, query and analyse SQL-Alchemy compatible databases (SQLite, PostgreSQL, MySQL/MariaDB, Oracle, MS-SQL, CrateDB, Vertica …).

tools: all_table_names, filter_table_names, schema_definitions, execute_query

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-azure-devops@Tiberriver256

27979Specialized

Model Context Protocol (MCP) server that exposes Azure DevOps resources (projects, repos, work-items, pipelines, etc.) to AI assistants through a standardised tool interface.

tools: get_me, list_organizations, list_projects, get_project +23 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-teams-server@InditexTech

27518Specialized

Python implementation of an MCP (Model Context Protocol) server that connects to Microsoft Teams to read, create and reply to channel messages, mentions users and lists members.

tools: read messages, create messages, reply to messages, mention members +5 more

┌─────┐
│ IN  │
│ OSS │
└─────┘

interactive-mcp@ttommyth

27321Open Source

Node/TypeScript implementation of a local, cross-platform Model Context Protocol (MCP) server that lets LLM agents interact with end-users (prompts, notifications, terminal chat, etc.).

tools: request_user_input, message_complete_notification, start_intensive_chat, ask_intensive_chat +1 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-google-sheets@xing5

27163Open Source

Python MCP server that exposes a rich set of tools for manipulating Google Sheets/Drive via Google APIs so any MCP-compatible client (e.g. Claude Desktop) can read, write, share and manage spreadsheets through natural-language commands.

tools: list_spreadsheets, create_spreadsheet, get_sheet_data, get_sheet_formulas +12 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-youtube-transcript@kimtaeyoon83

27146Specialized

Model Context Protocol (MCP) server that fetches YouTube video transcripts/captions through a get_transcript tool.

tools: get_transcript

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-webresearch@mzxrai

27160Open Source

MCP web research server (gives Claude real-time web research with Google search, page extraction, screenshots and session tracking)

tools: search_google, visit_page, take_screenshot

┌─────┐
│ DA  │
│ SPL │
└─────┘

davinci-resolve-mcp@samuelgursky

26523Specialized

Model-Context-Protocol server that lets AI assistants (Cursor, Claude Desktop) query and control DaVinci Resolve through natural-language requests.

tools: get davinci resolve version, get/switch current page (edit, color, fusion, etc.), list available projects, get current project name +12 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-git-ingest@adhikasp

26435Open Source

A Model Context Protocol (MCP) server that reads GitHub repository structure and important files.

tools: github_directory_structure, github_read_important_files

┌─────┐
│ BA  │
│ OSS │
└─────┘

base-mcp@base

26283Open Source

A Model Context Protocol (MCP) server that supplies on-chain tools (wallet ops, contract deploy/call, NFTs, on-ramp, etc.) for AI agents such as Claude Desktop and Cursor to work with the Base network and Coinbase APIs.

tools: get-address, list-balances, transfer-funds, deploy-contract +10 more

┌─────┐
│ CH  │
│ OSS │
└─────┘

chroma-mcp@chroma-core

25646Open Source

A Model Context Protocol (MCP) server implementation that provides Chroma-powered vector & text search capabilities to LLM applications.

tools: chroma_list_collections, chroma_create_collection, chroma_peek_collection, chroma_get_collection_info +8 more

┌─────┐
│ TE  │
│ OSS │
└─────┘

telegram-mcp@chigwell

25686Open Source

Full-featured Telegram MCP server that exposes nearly the entire Telegram/Telethon API as MCP tools for Claude, Cursor or any MCP-compatible client.

tools: get_chats, list_chats, get_chat, create_group +60 more

┌─────┐
│ DB  │
│ OSS │
└─────┘

db-mcp-server@FreePeak

25524Open Source

Powerful multi-database Model Context Protocol (MCP) server that exposes structured tools (query, schema, performance, etc.) for MySQL, PostgreSQL and TimescaleDB.

tools: query_<db_id>, execute_<db_id>, transaction_<db_id>, schema_<db_id> +9 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-manager@zueai

25539Open Source

Desktop application (Electron + React) that lets you install and manage Model Context Protocol (MCP) servers for the Claude Desktop app on macOS.

tools: apple notes, aws knowledge base, brave search, browserbase +18 more

┌─────┐
│ LL  │
│ OSS │
└─────┘

llm-context.py@cyberchitta

25118Open Source

CLI & MCP server that lets you stream relevant code/text snippets from a project into an LLM session. Provides rule-based file selection (gitignore aware), smart code outlining and clipboard helpers.

tools: lc-mcp, lc-init, lc-set-rule, lc-sel-files +7 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-mongo-server@kiliczsh

24940Open Source

Model-Context-Protocol (MCP) server that lets LLMs inspect schemas and run queries/aggregations on MongoDB, with optional read-only mode and smart ObjectId conversion.

tools: query, aggregate, count, update +3 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-graphql@blurrah

24140Open Source

Model Context Protocol server that lets LLMs discover, introspect and query arbitrary GraphQL APIs.

tools: introspect-schema, query-graphql

┌─────┐
│ OP  │
│ SPL │
└─────┘

openbnb-org/mcp-server-airbnb@openbnb-org

23963Specialized

Node-based MCP server packaged as a Desktop Extension (DXT) that enables advanced Airbnb search and listing-detail retrieval.

tools: airbnb_search, airbnb_listing_details

┌─────┐
│ WE  │
│ OSS │
└─────┘

web-search@pskill9

23968Open Source

A Model Context Protocol (MCP) server that enables free web searching using Google search results, with no API keys required.

tools: search

┌─────┐
│ MY  │
│ OSS │
└─────┘

mysql_mcp_server_pro@wenb1n-dev

23526Open Source

Python-based Model Context Protocol (MCP) server for secure, role-based interaction with MySQL. Adds SQL execution, health / lock / index analysis tooling and is easily extensible.

tools: execute_sql, get_chinese_initials, get_db_health_running, get_table_desc +5 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

MCP-Server-Playwright@Automata-Labs-team

23430Open Source

MCP server that allows LLMs to perform real-browser automation via Playwright (navigation, clicks, screenshots, JS execution etc.)

tools: browser_navigate, browser_screenshot, browser_click, browser_click_text +6 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-claude-code@SDGLBL

23120Open Source

MCP implementation of Claude-Code capabilities (code reading, editing, search, command execution, multi-agent dispatch, notebook editing, etc.) that can be used as a drop-in MCP server.

tools: read, write, edit, multi_edit +12 more

┌─────┐
│ BI  │
│ OSS │
└─────┘

biomcp@genomoncology

23032Open Source

BioMCP: Biomedical Model Context Protocol – an MCP server that exposes biomedical search/fetch tools for literature, clinical trials and genomic variants.

tools: think, search, fetch, article_searcher +9 more

┌─────┐
│ ED  │
│ SRV │
└─────┘

edgeone-pages-mcp@TencentEdgeOne

22726Enterprise

MCP server that deploys HTML / folder / zip assets to Tencent EdgeOne Pages and returns a public URL.

tools: deploy_html

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-everything-search@mamertofabian

22621Open Source

An MCP server that provides fast, cross-platform file searching (Windows via Everything SDK, macOS via mdfind, Linux via locate/plocate).

tools: search

┌─────┐
│ IN  │
│ OSS │
└─────┘

investor-agent@ferdousbhai

22533Open Source

A Financial Analysis MCP server providing ticker, options, historical data, statements, ownership, sentiment, and technical-analysis endpoints for LLMs.

tools: get_ticker_data, get_options, get_price_history, get_financial_statements +7 more

┌─────┐
│ OP  │
│ OSS │
└─────┘

open-mcp@wegotdocs

22525Open Source

OpenMCP provides (1) a standard for turning arbitrary web-APIs into MCP servers, and (2) an open-source registry of compliant servers so LLM clients can access many services in a token-efficient way.

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-apple-shortcuts@recursechat

21820Specialized

MCP server that lets AI assistants (e.g., Claude) list and execute Apple Shortcuts on macOS through the Model Context Protocol.

tools: list available shortcuts, run shortcuts by name

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-simulator-ios-idb@InditexTech

21815Specialized

Model Context Protocol (MCP) server that lets LLMs control iOS simulators through natural-language commands (built on Facebook idb).

tools: createmcpserver, processinstruction, process-instruction, idbmanager +7 more

┌─────┐
│ HA  │
│ OSS │
└─────┘

hannesrudolph/mcp-ragdocs@hannesrudolph

21225Open Source

MCP server that performs RAG-style documentation retrieval via vector search (Qdrant) to enrich LLM responses.

tools: search_documentation, list_sources, extract_urls, remove_documentation +3 more

┌─────┐
│ AI  │
│ OSS │
└─────┘

airtable-mcp-server@domdomegg

20558Open Source

Model Context Protocol server that lets LLMs read/write Airtable bases (schema discovery, CRUD operations, etc.)

tools: list_records, search_records, list_bases, list_tables +9 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-nixos@utensils

20512Specialized

Model Context Protocol (MCP) server that gives A-I assistants real-time data about NixOS packages, options, Home-Manager, nix-darwin and NixHub version history.

tools: nixos_search, nixos_info, nixos_stats, nixos_channels +14 more

┌─────┐
│ FI  │
│ OSS │
└─────┘

FileScopeMCP@admica

19817Open Source

TypeScript MCP server that scans a project, ranks files by dependency-based importance, stores metadata in JSON, and serves it to AI tools (Cursor) with optional Mermaid diagram generation.

tools: list_saved_trees, create_file_tree, select_file_tree, delete_file_tree +11 more

┌─────┐
│ DR  │
│ OSS │
└─────┘

droidmind@hyperb1iss

19621Open Source

Control Android devices with AI through the Model Context Protocol (MCP). Provides an MCP-compliant server that proxies ADB so AI assistants can manage, debug and automate Android devices via natural-language requests.

tools: 📱 manage devices, 📊 analyze systems, 📂 handle files, 📦 control apps +4 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-twikit@adhikasp

19125Specialized

A Model Context Protocol (MCP) server for interacting with Twitter.

tools: search_twitter, get_timeline

┌─────┐
│ NO  │
│ SPL │
└─────┘

notion_mcp@danhilse

19046Specialized

A simple Model Context Protocol (MCP) server that lets Claude read and manage a minimalist Notion todo list.

tools: add new todo items, view all todos, view today's tasks, check off a task as complete

┌─────┐
│ XI  │
│ OSS │
└─────┘

xiyan_mcp_server@XGenerationLab

19034Open Source

Model-Context-Protocol (MCP) server that turns natural-language questions into SQL through the XiYanSQL model and executes them on MySQL/PostgreSQL databases.

tools: get_data, {dialect}://{table_name}, {dialect}://

┌─────┐
│ AR  │
│ SPL │
└─────┘

armor-crypto-mcp@armorwallet

18727Specialized

The MCP server for AI-agent access to the crypto ecosystem – wallet management, swaps, DCA/limit/stop-loss orders, staking and cross-chain operations (currently Solana in alpha).

tools: wallet management, grouping & organization, archiving, normal swap +6 more

┌─────┐
│ ME  │
│ SPL │
└─────┘

meta-ads-mcp@pipeboard-co

18748Specialized

Model Context Protocol (MCP) server that lets AI agents query and manage Facebook / Instagram (Meta) advertising accounts, campaigns, ad-sets, creatives and insights via Meta’s Marketing API.

tools: mcp_meta_ads_get_ad_accounts, mcp_meta_ads_get_account_info, mcp_meta_ads_get_account_pages, mcp_meta_ads_get_campaigns +23 more

┌─────┐
│ VI  │
│ SPL │
└─────┘

video-editing-mcp@burningion

18724Specialized

MCP (Model-Context Protocol) server that integrates the Video Jungle API to upload, analyze, search, and auto-generate video edits.

tools: add-video, create-videojungle-project, edit-locally, generate-edit-from-videos +5 more

┌─────┐
│ G-  │
│ OSS │
└─────┘

g-search-mcp@jae-jae

18614Open Source

MCP server for Google search using Playwright that supports parallel, multi-keyword searching and returns structured JSON results.

tools: search

┌─────┐
│ MS  │
│ SPL │
└─────┘

ms-365-mcp-server@Softeria

18551Specialized

Model Context Protocol (MCP) server that exposes Microsoft 365 / Office functionality over the Graph API with authentication, read-only mode, tool filtering and HTTP or stdio transport.

tools: list-mail-messages, list-mail-folders, list-mail-folder-messages, get-mail-message +76 more

┌─────┐
│ FI  │
│ OSS │
└─────┘

firebase-mcp@gannonh

18433Open Source

Model Context Protocol (MCP) server that lets AI assistants directly use Firebase services (Firestore, Storage, Authentication).

tools: firestore_add_document, firestore_list_documents, firestore_get_document, firestore_update_document +8 more

┌─────┐
│ EL  │
│ OSS │
└─────┘

elasticsearch-mcp-server@cr7258

18236Open Source

Model Context Protocol (MCP) server that exposes Elasticsearch / OpenSearch operations (indices, documents, cluster, aliases) through CLI and HTTP/SSE transports.

tools: general_api_request, list_indices, get_index, create_index +12 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-commands@g0t4

18130Open Source

Model Context Protocol server that exposes a single run_command tool allowing LLMs to execute arbitrary shell commands via STDIO transport.

tools: run_command

┌─────┐
│ VS  │
│ OSS │
└─────┘

vscode-mcp-server@juehang

17634Open Source

VS Code extension that turns your local VS Code instance into a Model Context Protocol (MCP) server, exposing file, edit, diagnostics, symbol-search and shell tools to LLM clients such as Claude.

tools: list_files_code, read_file_code, create_file_code, replace_lines_code +5 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-rag-web-browser@apify

17522Specialized

Local stdio-based MCP server that lets AI agents (e.g., Claude Desktop) call the Apify RAG Web Browser Actor to perform Google search, scrape pages and return cleaned content in Markdown/HTML/Text.

tools: search

┌─────┐
│ MO  │
│ OSS │
└─────┘

mongodb-lens@furey

17519Open Source

MongoDB Lens – full-featured Model Context Protocol (MCP) server that enables natural-language access to MongoDB databases (querying, aggregation, schema analysis, admin ops, etc.).

tools: add-connection-alias, aggregate-data, analyze-query-patterns, analyze-schema +38 more

┌─────┐
│ RE  │
│ OSS │
└─────┘

redis/mcp-redis@redis

17548Open Source

Official Redis Model-Context-Protocol (MCP) server that lets LLM/agent applications store, search and manage data in Redis through natural-language instructions.

tools: string, hash, list, set +6 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-maigret@BurtTheCoder

17222Specialized

MCP (Model Context Protocol) server that wraps the Maigret OSINT username-search/URL-analysis tool so it can be invoked from MCP-compatible clients such as Claude Desktop.

tools: search_username, parse_url

┌─────┐
│ PR  │
│ OSS │
└─────┘

prometheus-mcp-server@pab1it0

16533Open Source

A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces.

tools: execute_query, execute_range_query, list_metrics, get_metric_metadata +1 more

┌─────┐
│ MI  │
│ OSS │
└─────┘

mindmap-mcp-server@YuChenSSR

16314Open Source

A Model Context Protocol (MCP) server that converts Markdown into interactive markmap mind-maps and returns either raw HTML or a file path.

tools: markdown-to-mindmap-content, markdown-to-mindmap-file

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-milvus@zilliztech

16242Open Source

Model Context Protocol (MCP) server that exposes Milvus vector-database operations to LLM applications via stdio or Server-Sent Events.

tools: milvus_text_search, milvus_vector_search, milvus_hybrid_search, milvus_query +7 more

┌─────┐
│ AP  │
│ SPL │
└─────┘

apktool-mcp-server@zinja-coder

15821Specialized

MCP (Model Context Protocol) server that wraps Apktool to let LLMs like Claude perform real-time reverse-engineering, manifest parsing and vulnerability discovery on Android APKs.

tools: build_apk(), get_manifest(), get_apktool_yml(), list_smali_directories() +9 more

┌─────┐
│ MO  │
│ OSS │
└─────┘

mongo-mcp@QuantGeekDev

15830Open Source

Model-Context-Protocol (MCP) server that lets LLMs query and manage MongoDB databases through natural-language prompts.

tools: find, listcollections, insertone, updateone +4 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-deep-research@reading-plus-ai

15015Open Source

MCP Server for Deep Research – a Python-based MCP server that turns a research question into a multi-step workflow (question elaboration → sub-question generation → web search → content analysis → report generation) and returns a fully cited research report.

tools: question elaboration, subquestion generation, web search integration, content analysis +2 more

┌─────┐
│ MA  │
│ SPL │
└─────┘

mac_messages_mcp@carterlasalle

14914Specialized

Python-based MCP server that lets LLMs read and send iMessage / SMS through the macOS Messages database with smart iMessage/SMS fallback, fuzzy search, contact filtering and a simple CLI.

tools: send_message, get_recent_messages, check_imessage_availability, mac-messages-mcp

┌─────┐
│ RU  │
│ OSS │
└─────┘

rust-docs-mcp-server@Govcraft

14924Open Source

MCP (Model-Context-Protocol) server that turns any Rust crate’s current documentation into an LLM-queryable knowledge base. It downloads the crate docs, embeds them with OpenAI, caches the result, and exposes a `query_rust_docs` tool over stdio.

tools: query_rust_docs

┌─────┐
│ VO  │
│ OSS │
└─────┘

voicemode@mbailey

14916Open Source

Natural voice conversation MCP server enabling real-time STT/TTS talking to Claude Code and other AI coding assistants.

tools: converse, listen_for_speech, check_room_status, check_audio_devices +5 more

┌─────┐
│ RO  │
│ OSS │
└─────┘

ros-mcp-server@lpigeon

14831Open Source

ROS/ROS2 Model-Context-Protocol (MCP) server that converts natural-language commands from an LLM into ROS/ROS2 messages via rosbridge WebSocket.

┌─────┐
│ SE  │
│ OSS │
└─────┘

search1api-mcp@fatwang2

14630Open Source

A Model Context Protocol (MCP) server that provides web search, news search, crawling, sitemap, reasoning and trending-topic tools powered by Search1API.

tools: search, news, crawl, sitemap +2 more

┌─────┐
│ KA  │
│ SRV │
└─────┘

kagimcp@kagisearch

14518Enterprise

Official Model Context Protocol (MCP) server that exposes Kagi web-search, summarizer and related tools to MCP-compatible clients (Claude Desktop/Code, etc.).

tools: search, summarizer

┌─────┐
│ UN  │
│ SPL │
└─────┘

unsplash-mcp-server@hellokaton

14416Specialized

A minimal MCP server that exposes Unsplash image-search as an MCP tool.

tools: search_photos

┌─────┐
│ AW  │
│ OSS │
└─────┘

aws-mcp-server@alexei-led

14321Open Source

Light-weight Model Context Protocol (MCP) server that lets AI assistants safely request AWS-CLI documentation and execute AWS commands (with Unix-pipe support) inside an isolated Docker container.

tools: aws_cli_help, aws_cli_pipeline

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-snowflake-server@isaacwasserman

14261Open Source

Model Context Protocol (MCP) server that enables Snowflake database interaction (read/write queries, schema discovery, insights memo).

tools: read_query, write_query, create_table, list_databases +4 more

┌─────┐
│ OP  │
│ OSS │
└─────┘

opik-mcp@comet-ml

14216Open Source

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

tools: make help, make test, make test-transport, make start-sse +8 more

┌─────┐
│ AL  │
│ SRV │
└─────┘

alibabacloud-tablestore-mcp-server@aliyun

14134Enterprise

Sample MCP (Model Context Protocol) server implementations for Alibaba Cloud Tablestore, with Java and Python quick-start projects plus a Java RAG (knowledge-base QA) solution.

tools: tablestore-java-mcp-server, tablestore-java-mcp-server-rag, tablestore-python-mcp-server

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-duckdb@ktanaka101

14114Open Source

Model Context Protocol server that exposes a single SQL ‘query’ tool backed by a DuckDB database. Supports read-only mode, reusable connections and easy Claude Desktop / Smithery integration.

tools: query

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-text-editor@tumf

14017Open Source

Model Context Protocol (MCP) server offering safe, line-oriented text-file editing with token-efficient partial-file access, designed for integration with LLM tools.

tools: get_text_file_contents, patch_text_file_contents, edit_text_file_contents

┌─────┐
│ AN  │
│ OSS │
└─────┘

any-chat-completions-mcp@pyroprompts

13818Open Source

TypeScript-based MCP server that forwards chat-completion requests to any OpenAI-compatible provider (OpenAI, Perplexity, Groq, xAI, PyroPrompts, etc.).

tools: chat

┌─────┐
│ GI  │
│ OSS │
└─────┘

gistpad-mcp@lostintangent

13820Open Source

An MCP server that lets you browse, create, edit and organize GitHub Gists (notes, daily journals, reusable prompts, etc.) from any MCP-compatible client.

tools: list_gists, get_gist, create_gist, delete_gist +27 more

┌─────┐
│ PL  │
│ OSS │
└─────┘

playwright-plus-python-mcp@blackwhite084

13720Open Source

MCP server that exposes a set of Playwright-based browser-automation tools (navigate, click, fill, screenshot, evaluate, etc.) and a simple note:// storage resource, plus a summarisation prompt.

tools: playwright_navigate, playwright_screenshot, playwright_click, playwright_fill +4 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-weaviate@weaviate

13634Open Source

MCP (Model Context Protocol) server for Weaviate

tools: insert one, query

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-pinecone@sirmews

13528Open Source

Model Context Protocol (MCP) server that lets Claude Desktop (or any MCP client) read from and write to a Pinecone vector index. Provides basic RAG-style tools such as semantic-search, read-document, list-documents, pinecone-stats and process-document.

tools: semantic-search, read-document, list-documents, pinecone-stats +1 more

┌─────┐
│ CL  │
│ OSS │
└─────┘

cli-mcp-server@MladenSU

13419Open Source

A secure Model Context Protocol (MCP) server that allows controlled execution of command-line operations with extensive security controls (whitelisting, path validation, timeouts, etc.).

tools: run_command, show_security_rules

┌─────┐
│ WE  │
│ OSS │
└─────┘

web3-research-mcp@aaronjmars

13055Open Source

Deep Research for crypto - free & fully local

tools: create-research-plan, search, research-with-keywords, update-status +4 more

┌─────┐
│ BA  │
│ SPL │
└─────┘

bazi-mcp@cantian-ai

12639Specialized

MCP server that provides accurate Chinese Bazi (八字) calculations and related calendar utilities.

tools: getbazidetail, getsolartimes, getchinesecalendar, buildbazifromlunardatetime +1 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-simple-arxiv@andybrandt

12618Specialized

MCP server that lets LLM clients search and fetch metadata/abstracts for arXiv papers.

tools: searching papers, getting paper details

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-zotero@kaliaboi

12614Open Source

Model Context Protocol (MCP) server that lets Claude (or any MCP-compatible client) query your Zotero cloud library – list collections, fetch item details, run searches, etc.

tools: get_collections, get_collection_items, get_item_details, search_library +1 more

┌─────┐
│ OP  │
│ OSS │
└─────┘

OpenDataMCP@OpenDataMCP

12617Open Source

Connect any Open Data to any LLM with Model Context Protocol (MCP); includes CLI to install/use MCP servers and a framework to build & publish new open-data providers.

tools: uvx odmcp, uvx odmcp list, uvx odmcp info $provider_name, uvx odmcp setup $provider_name +1 more

┌─────┐
│ SE  │
│ OSS │
└─────┘

secops-mcp@securityfortech

12215Open Source

All-in-one security-operations (MCP) platform that wraps popular offensive-security tools behind a unified Python interface and Docker image.

tools: nuclei, ffuf, amass, dirsearch +9 more

┌─────┐
│ WE  │
│ OSS │
└─────┘

weibaohui/kom@weibaohui

12225Open Source

SDK-level toolkit and MCP server for operating Kubernetes (CRUD, logs, SQL-like querying, CRD handling, multi-cluster, 58 built-in tools, stdio & SSE modes).

tools: list_k8s_clusters, restart_k8s_daemonset, scale_k8s_deployment, restart_k8s_deployment +54 more

┌─────┐
│ MA  │
│ OSS │
└─────┘

make-mcp-server@integromat

12127Open Source

Legacy Model Context Protocol server that lets AI assistants invoke "On-Demand" Make scenarios and receive structured JSON results.

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-langfuse@langfuse

12126Open Source

Model Context Protocol (MCP) Server that exposes Langfuse prompt management via the MCP Prompts specification and fallback tools.

tools: prompts/list, prompts/get, get-prompts, get-prompt

┌─────┐
│ WE  │
│ OSS │
└─────┘

website-downloader@pskill9

12122Open Source

MCP server that leverages wget to download entire websites, preserve structure, and convert links for offline use.

tools: download_website

┌─────┐
│ PO  │
│ OSS │
└─────┘

postman-mcp-server@delano

12020Open Source

TypeScript-based MCP server that exposes the full Postman API (collections, environments, APIs, webhooks, etc.) over the Model Context Protocol.

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-shell-server@tumf

11831Open Source

Secure shell command execution server implementing the Model Context Protocol (MCP); executes only whitelisted commands, supports stdin, timeout and returns stdout/stderr/status/time.

tools: shell

┌─────┐
│ VI  │
│ OSS │
└─────┘

vibe-check-mcp-server@PV-Bhat

11615Open Source

Metacognitive MCP server that injects Critical Path Interrupts (CPI) to keep autonomous LLM agents aligned, reflective and safe.

tools: vibe_check, vibe_learn

┌─────┐
│ OP  │
│ OSS │
└─────┘

openapi-mcp@ckanthony

11522Open Source

Dockerized MCP server that converts any Swagger/OpenAPI spec (local file or remote URL) into a ready-to-use Model Context Protocol (MCP) toolset so AI agents can call the underlying API without extra coding.

tools: --spec, --port, --api-key, --api-key-env +9 more

┌─────┐
│ BI  │
│ SPL │
└─────┘

bilibili-mcp-js@34892002

11418Specialized

Model Context Protocol (MCP) server that enables Bilibili (B站) video search through a standardized HTTP API; includes LangChain demo, test script and inspector.

tools: bilibili-search

┌─────┐
│ AP  │
│ SPL │
└─────┘

apple-notes-mcp@sirmews

11312Specialized

Model Context Protocol (MCP) server that exposes your local Apple Notes database to Claude Desktop. Offers tools for listing, reading and searching notes.

tools: get-all-notes, read-note, search-notes

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-bigquery@LucasHild

11329Specialized

A Model Context Protocol (MCP) server that lets LLMs inspect BigQuery schemas and run SQL queries.

tools: execute-query, list-tables, describe-table

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-simple-pubmed@andybrandt

11322Open Source

MCP (Model Context Protocol) server that lets AIs search PubMed, fetch abstracts and, when available, full-text XML using NCBI Entrez.

tools: search pubmed database using keywords, access article abstracts, download full text when available

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-k8s@silenceper

11124Open Source

A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

tools: get_api_resources, get_resource, list_resources, create_resource +10 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-package-version@sammcj

10919Open Source

MCP server that lets LLMs query the latest stable versions of packages/images/models across npm, PyPI, Maven, Go Proxy, SwiftPM, Docker Hub, GHCR, AWS Bedrock, and GitHub Actions.

tools: check_npm_versions, check_python_versions, check_pyproject_versions, check_maven_versions +7 more

┌─────┐
│ FA  │
│ SPL │
└─────┘

facebook-ads-mcp-server@gomarble-ai

10620Specialized

MCP (Model Context Protocol) server that exposes Meta/Facebook Ads data & management APIs through a local Python service.

tools: list_ad_accounts, get_details_of_ad_account, get_campaign_by_id, get_adset_by_id +17 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-summarizer@0xshellming

10515Specialized

MCP server that uses Google Gemini 1.5 Pro to generate multi-format content summaries (text, URL, PDF, EPUB, HTML).

tools: summarize, greeting

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-bigquery-server@ergut

10126Open Source

A Model Context Protocol (MCP) server that provides secure, read-only access to Google BigQuery so LLMs can run natural-language queries against your data.

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-calculator@githejie

9813Open Source

A Model Context Protocol (MCP) server that exposes a single "calculate" tool for precise numerical expression evaluation by LLMs.

tools: calculate

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-access-point@sxhxliang

9718Open Source

Turn a web server into an MCP server in one click without making any code changes. Provides an HTTP⇆MCP protocol-conversion gateway, built on Cloudflare’s Pingora.

tools: /mcp, /api/{service_id}/mcp, /sse, /api/{service_id}/sse

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-linear@tacticlaunch

9613Specialized

Model Context Protocol (MCP) server that connects AI assistants to Linear’s GraphQL API, enabling creation, retrieval and management of issues, projects and teams via natural-language prompts.

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-apple-reminders@FradSer

9613Specialized

MCP server that provides native integration with Apple Reminders on macOS.

tools: create_reminder, update_reminder, list_reminders, delete_reminder +2 more

┌─────┐
│ ST  │
│ SPL │
└─────┘

strava-mcp@r-huijts

9611Specialized

Model Context Protocol (MCP) server that bridges LLMs with the Strava V3 API, exposing Strava data as easily callable "tools".

tools: get-recent-activities, get-athlete-profile, get-athlete-stats, get-activity-details +14 more

┌─────┐
│ AG  │
│ SRV │
└─────┘

agentql-mcp@tinyfish-io

9419Enterprise

Model Context Protocol server that plugs AgentQL’s web-data extraction tool into any MCP-compatible client.

tools: extract-web-data

┌─────┐
│ @F  │
│ OSS │
└─────┘

@f4ww4z/mcp-mysql-server@f4ww4z

9420Open Source

A Model Context Protocol (MCP) server that exposes MySQL database operations through a standard tool interface.

tools: connect_db, query, execute, list_tables +1 more

┌─────┐
│ LO  │
│ OSS │
└─────┘

logfire-mcp@pydantic

9314Open Source

Model-Context-Protocol (MCP) server that lets LLMs query Pydantic Logfire (OpenTelemetry) traces/metrics via ready-made tools or arbitrary SQL.

tools: find_exceptions_in_file, arbitrary_query, get_logfire_records_schema

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-ccxt@doggybee

9214Specialized

High-performance CCXT MCP server for cryptocurrency exchange integration (bridges LLMs to 20+ exchanges via Model Context Protocol).

tools: list-exchanges, get-ticker, batch-get-tickers, get-orderbook +28 more

┌─────┐
│ AP  │
│ SPL │
└─────┘

app-store-connect-mcp-server@JoshuaRileyDev

9115Specialized

Model Context Protocol server that exposes Apple App Store Connect operations (apps, beta testing, analytics, devices, bundle IDs, etc.) through conversational AI endpoints.

tools: list_apps, get_app_info, list_beta_groups, list_group_testers +23 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-asana@roychri

9032Open Source

Model Context Protocol (MCP) server implementation that exposes Asana’s REST API as MCP tools, resources and prompts. Lets Claude Desktop / Code and other MCP clients interact with Asana workspaces, projects, tasks, comments, etc.

tools: asana_list_workspaces, asana_search_projects, asana_search_tasks, asana_get_task +18 more

┌─────┐
│ SP  │
│ OSS │
└─────┘

spotify-mcp-server@marcelmarais

9021Open Source

Light-weight Model Context Protocol (MCP) server that lets AI assistants (Cursor, Claude, etc.) control Spotify playback and manage playlists.

tools: searchspotify, getnowplaying, getmyplaylists, getplaylisttracks +8 more

┌─────┐
│ BR  │
│ OSS │
└─────┘

browser-control-mcp@eyalzh

8920Open Source

MCP server (Node/TypeScript) plus Firefox extension that lets AI agents manage browser tabs, history and read page content via a secure local channel.

tools: open or close tabs, get the list of opened tabs, create tab groups with name and color, reorder opened tabs +3 more

┌─────┐
│ ES  │
│ SPL │
└─────┘

esp-mcp@horw

898Specialized

Centralize ESP32-/ESP-IDF-related build & flash commands behind an MCP (Model Context Protocol) server so LLM-based agents can drive embedded workflows via a single endpoint.

tools: build, fullclean, flash

┌─────┐
│ CH  │
│ SRV │
└─────┘

chronulus-mcp@ChronulusAI

8813Enterprise

MCP Server for Chronulus AI Forecasting and Prediction Agents

tools: read_file, read_multiple_files, get_info

┌─────┐
│ OP  │
│ OSS │
└─────┘

open-streetmap-mcp@jagan-shanmugam

8821Open Source

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

tools: geocode_address, reverse_geocode, find_nearby_places, get_route_directions +8 more

┌─────┐
│ JU  │
│ OSS │
└─────┘

jupyter-notebook-mcp@jjsantos01

8718Open Source

A Model Context Protocol (MCP) server that lets Claude AI remotely read, edit and execute Jupyter Notebook (6.x) sessions via a WebSocket bridge.

tools: ping, insert_and_execute_cell, save_notebook, get_cells_info +7 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-wazuh@gbrigandi

8624Specialized

Rust-based Model Context Protocol (MCP) server that exposes Wazuh SIEM data—alerts, vulnerabilities, agent status, etc.—to LLM clients via stdio or optional HTTP.

tools: get_wazuh_alert_summary, get_wazuh_vulnerability_summary, get_wazuh_critical_vulnerabilities, get_wazuh_agent_processes +10 more

┌─────┐
│ MC  │
│ SRV │
└─────┘

mcp-confluent@confluentinc

8526Enterprise

Node/TypeScript implementation of a Model-Context-Protocol (MCP) server that lets AI assistants manage Confluent Cloud resources (Kafka, Connect, Flink, Tableflow, Schema Registry) through natural-language tools.

tools: add-tags-to-topic, alter-topic-config, consume-messages, create-connector +33 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

MCP-searxng@SecretiveShell

8514Open Source

MCP server that exposes a SearXNG web-search tool to MCP/agentic clients.

tools: search

┌─────┐
│ AL  │
│ OSS │
└─────┘

all-in-one-model-context-protocol@nguyenvanduocit

848Open Source

All-in-one Model Context Protocol (MCP) server written in Go that bundles AI search/RAG, Google Workspace, GitLab, Jira, Confluence, YouTube and other tooling for developer workflows.

tools: calendar_create_event, calendar_list_events, calendar_update_event, calendar_respond_to_event +51 more

┌─────┐
│ IM  │
│ OSS │
└─────┘

imagesorcery-mcp@sunriseapps

847Open Source

🪄 ImageSorcery MCP – an MCP server that equips AI assistants with local image-processing tools (crop, resize, detect objects, OCR, drawing, etc.) built on OpenCV, Ultralytics and EasyOCR.

tools: blur, change_color, crop, detect +12 more

┌─────┐
│ NO  │
│ OSS │
└─────┘

node-code-sandbox-mcp@alfonsograziano

8114Open Source

Node.js Model Context Protocol (MCP) server that launches disposable Docker containers to run arbitrary JavaScript with on-the-fly npm dependency installation.

tools: run_js_ephemeral, sandbox_initialize, sandbox_exec, run_js +2 more

┌─────┐
│ TI  │
│ SPL │
└─────┘

tiktok-mcp@Seym0n

8112Specialized

Model Context Protocol (MCP) server that brings TikTok video access and analysis (subtitles, post details, search) to Claude AI and other MCP-compatible apps via TikNeuron.

tools: tiktok_get_subtitle, tiktok_get_post_details, tiktok_search

┌─────┐
│ CO  │
│ OSS │
└─────┘

coincap-mcp@QuantGeekDev

8021Open Source

MCP (Model-Context Protocol) server that exposes CoinCap public-API data (crypto prices, market cap, asset list) for Claude Desktop without needing API keys.

tools: bitcoin price tool, get crypto price tool, list assets

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-vegalite-server@isaacwasserman

8021Open Source

Model-Context-Protocol server that lets an LLM save tabular data and return Vega-Lite visualizations (text or PNG).

tools: save_data, visualize_data

┌─────┐
│ MA  │
│ OSS │
└─────┘

markmap-mcp-server@jinzcdev

798Open Source

MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG)

tools: markdown-to-mindmap

┌─────┐
│ ME  │
│ SPL │
└─────┘

metatrader-mcp-server@ariadng

7919Specialized

Model Context Protocol (MCP) server that lets AI LLMs execute trades through the MetaTrader 5 terminal.

┌─────┐
│ SQ  │
│ OSS │
└─────┘

sqlite-explorer-fastmcp-mcp-server@hannesrudolph

7920Open Source

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP).

tools: read_query, list_tables, describe_table

┌─────┐
│ WA  │
│ OSS │
└─────┘

wanaku@wanaku-ai

7924Open Source

Wanaku – a Java-based MCP (Model Context Protocol) router that lets AI-enabled applications connect and route context to LLMs.

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-perplexity@tanigami

7630Specialized

Python-based MCP (Model Context Protocol) server that exposes Perplexity AI’s chat-completion API as an MCP tool (ask_perplexity).

tools: ask_perplexity

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-miro@evalstate

7424Specialized

A Model Context Protocol (MCP) server that connects Claude Desktop to the MIRO Whiteboard API, enabling board reads, sticky/shape creation and bulk operations.

tools: create sticky, shape, read board, frame, contents, bulk create, get board contents

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-virustotal@BurtTheCoder

748Specialized

Model Context Protocol (MCP) server that exposes VirusTotal querying tools (URL, file, IP, domain reports & relationship APIs) for easy integration with MCP-compatible clients such as Claude Desktop.

tools: get_url_report, get_file_report, get_ip_report, get_domain_report +4 more

┌─────┐
│ SO  │
│ OSS │
└─────┘

sonarqube-mcp-server@sapientpants

7413Open Source

Model Context Protocol (MCP) server that exposes SonarQube / SonarCloud data—metrics, issues, hotspots, quality-gate status, etc.—to AI assistants via stdio or HTTP transports.

tools: projects, components, metrics, measures_component +20 more

┌─────┐
│ AZ  │
│ OSS │
└─────┘

azure-cli-mcp@jdubois

7313Open Source

Java-based MCP server that wraps the Azure CLI, adds prompt-enhancements and exposes it through the Model Context Protocol (stio transport).

tools: azure-cli-mcp

┌─────┐
│ BI  │
│ SPL │
└─────┘

binary_ninja_mcp@fosdickio

7322Specialized

Binary Ninja plugin that spins up an MCP (Model Context Protocol) HTTP server and an optional bridge so LLM-based MCP clients (e.g. Claude Desktop) can drive Binary Ninja for AI-assisted reverse-engineering.

tools: get_binary_status, list_classes, list_data_items, list_exports +22 more

┌─────┐
│ GO  │
│ OSS │
└─────┘

godoc-mcp@mrjoshuak

739Open Source

MCP (Model Context Protocol) server that serves Go package documentation to LLMs in a highly-token-efficient format.

tools: get_doc

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-apache-airflow@yangkyeongmo

7220Open Source

Model Context Protocol (MCP) server that wraps the Apache Airflow REST API so MCP-compatible clients can manage DAGs, runs, tasks, variables, connections, pools, etc. through a unified interface.

tools: list dags, get dag details, pause dag, unpause dag +60 more

┌─────┐
│ PL  │
│ SPL │
└─────┘

pluggedin-mcp-proxy@VeriTeknik

7211Specialized

Unified MCP proxy server that aggregates multiple MCP (STDIO, SSE, Streamable-HTTP) servers into one interface, adds built-in RAG search, notifications and playground.

tools: pluggedin_discover_tools, pluggedin_rag_query, pluggedin_send_notification, pluggedin_create_document

┌─────┐
│ SE  │
│ OSS │
└─────┘

server-google-news@ChanMeng666

7115Open Source

Model Context Protocol (MCP) server that exposes Google News search (powered by SerpAPI) with automatic topic categorization and multi-language/region support.

tools: google news search

┌─────┐
│ AS  │
│ OSS │
└─────┘

aseprite-mcp@diivi

708Open Source

Python MCP server enabling programmatic control of Aseprite through its API.

┌─────┐
│ GT  │
│ OSS │
└─────┘

gtasks-mcp@zcaceres

7021Open Source

A Model-Context-Protocol (MCP) server that exposes Google Tasks as list/search/create/update/delete/clear tools for Claude or any MCP-compatible client.

tools: search, list, create, update +2 more

┌─────┐
│ IS  │
│ OSS │
└─────┘

isaac-sim-mcp@omni-mcp

6911Open Source

Isaac Simulation MCP Extension and Server – adds an MCP-compatible natural-language control layer to NVIDIA Isaac Sim.

tools: get_scene_info, create_physics_scene, create_robot, omni_kit_command +1 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-openai@pierrebrunelle

6916Open Source

Query OpenAI models directly from Claude using the MCP protocol.

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-tinybird@tinybirdco

6914Specialized

MCP server that lets any MCP client query, push and analyse data in a Tinybird workspace.

tools: list-data-sources, list-pipes, get-data-source, get-pipe +8 more

┌─────┐
│ ZE  │
│ SPL │
└─────┘

zettelkasten-mcp@entanglr

6912Specialized

Model-Context-Protocol server implementing the Zettelkasten knowledge-management method; provides CLI tools and HTTP interface to create, link and query atomic Markdown notes backed by SQLite.

tools: zk_create_note, zk_get_note, zk_update_note, zk_delete_note +10 more

┌─────┐
│ KE  │
│ OSS │
└─────┘

keboola/mcp-server@keboola

6814Open Source

Model Context Protocol (MCP) Server that exposes Keboola project data, SQL transformations and job controls as callable tools for AI agents (Claude, Cursor, LangChain, etc.).

tools: get_project_info, list_buckets, get_bucket, list_tables +27 more

┌─────┐
│ LA  │
│ OSS │
└─────┘

lamemind/mcp-server-multiverse@lamemind

6814Open Source

Middleware MCP server that lets you run many isolated copies of the same MCP server side-by-side (each with its own namespace, env vars, fs root, etc.).

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-shodan@BurtTheCoder

6710Specialized

Model Context Protocol (MCP) server that exposes Shodan API & CVEDB capabilities (IP recon, DNS, vulnerability and device search) as structured MCP tools.

tools: ip_lookup, shodan_search, cve_lookup, dns_lookup +3 more

┌─────┐
│ LA  │
│ OSS │
└─────┘

lara-mcp@translated

668Open Source

Model Context Protocol (MCP) server that exposes Lara Translate’s language-detection, translation and translation-memory APIs via HTTP or STDIO so any MCP-compatible LLM client can call them.

tools: translate, list_memories, create_memory, update_memory +5 more

┌─────┐
│ JV  │
│ OSS │
└─────┘

jvm-mcp-server@xzq-xu

6412Open Source

JVM monitoring MCP server built on Arthas; exposes a Python-based interface for local/remote JVM observability, de-compilation and AI driven performance analysis.

tools: automatic download and management of arthas tools, support for local and remote java process monitoring, java process list querying, real-time jvm thread information +7 more

┌─────┐
│ AL  │
│ SRV │
└─────┘

alibaba-cloud-ops-mcp-server@aliyun

6314Enterprise

Alibaba Cloud Ops MCP Server – a Model Context Protocol (MCP) server that exposes Alibaba Cloud OpenAPI/OOS/CloudMonitor operations so AI-agents can manage cloud resources.

tools: runcommand, startinstances, stopinstances, rebootinstances +29 more

┌─────┐
│ IM  │
│ SPL │
└─────┘

imessage-query-fastmcp-mcp-server@hannesrudolph

639Specialized

An MCP server that exposes read-only, validated access to the macOS iMessage (chat.db) database via FastMCP so LLMs can query chat transcripts safely.

tools: get_chat_transcript

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcgravity@tigranbs

633Open Source

CLI/Docker proxy that aggregates and load-balances multiple Model Context Protocol (MCP) servers behind one endpoint, acting like Nginx for Gen-AI back-ends.

tools: mcgravity, --host, --port, --config +3 more

┌─────┐
│ FR  │
│ SPL │
└─────┘

freqtrade-mcp@kukapay

6215Specialized

An MCP server that integrates with the Freqtrade cryptocurrency trading bot.

tools: fetch_market_data, fetch_bot_status, fetch_profit, fetch_balance +13 more

┌─────┐
│ AL  │
│ OSS │
└─────┘

alpha-vantage-mcp@berlinbra

6027Open Source

MCP server exposing Alpha Vantage real-time & historical market data (stocks, crypto, options) via a standardized Model Context Protocol interface.

tools: get-stock-quote, get-company-info, get-crypto-exchange-rate, get-time-series +4 more

┌─────┐
│ CO  │
│ OSS │
└─────┘

contentful-mcp@ivo-toby

5915Open Source

MCP (Model Context Protocol) server that exposes Contentful’s Content-Management API as MCP tools (entries, assets, comments, spaces, bulk ops, etc.) with both stdio and HTTP transports.

tools: search_entries, create_entry, get_entry, update_entry +29 more

┌─────┐
│ CR  │
│ SPL │
└─────┘

crypto-indicators-mcp@kukapay

5824Specialized

An MCP server that exposes 50+ cryptocurrency technical-analysis indicators and related trading strategies over the Model Context Protocol (MCP).

tools: calculate_absolute_price_oscillator, calculate_aroon, calculate_balance_of_power, calculate_chande_forecast_oscillator +74 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-server-circleci@CircleCI-Public

5828Open Source

Model-Context-Protocol (MCP) server that exposes CircleCI operations (e.g. get_build_failure_logs, run_pipeline) to AI/IDE clients.

tools: get_build_failure_logs, find_flaky_tests, get_latest_pipeline_status, get_job_test_results +8 more

┌─────┐
│ MU  │
│ OSS │
└─────┘

multi-ai-advisor-mcp@YuChenSSR

5817Open Source

MCP server that orchestrates a "council" of local Ollama models, merges their answers and returns a synthesized response (designed to work with Claude Desktop).

tools: list-available-models, query-models

┌─────┐
│ PU  │
│ OSS │
└─────┘

pulumi/mcp-server@pulumi

5810Open Source

Node/TypeScript implementation of an MCP server that wraps Pulumi Automation & Cloud APIs. Exposes Pulumi preview/up/stack-output and helper tooling over stdio or SSE for AI agents such as Claude Code/Desktop.

tools: preview, up, stack-output, get-resource +2 more

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-server-home-assistant@allenporter

577Specialized

A Model Context Protocol Server that connects to a Home Assistant instance via Web-Socket and exposes it through the Model Context Protocol.

┌─────┐
│ OC  │
│ SPL │
└─────┘

octagon-mcp-server@OctagonAI

578Specialized

A Model Context Protocol (MCP) server that exposes Octagon’s AI-powered market-intelligence agents (SEC filings, earnings transcripts, stock & crypto data, private-market transactions, deep research) to Claude Desktop, Cursor, Windsurf and any other MCP-compliant client.

tools: octagon-agent, octagon-scraper-agent, octagon-deep-research-agent

┌─────┐
│ RA  │
│ OSS │
└─────┘

ragie-mcp-server@ragieai

5714Open Source

Ragie Model Context Protocol Server – exposes Ragie knowledge-base retrieval through the Model Context Protocol (MCP) with a single "retrieve" tool.

tools: retrieve

┌─────┐
│ DI  │
│ SPL │
└─────┘

dicom-mcp@ChristianHinge

5618Specialized

Model Context Protocol (MCP) server that lets LLM agents query, read and move data on DICOM servers (PACS / VNA).

tools: query_patients, query_studies, query_series, query_instances +7 more

┌─────┐
│ LE  │
│ OSS │
└─────┘

legion-mcp@TheRaLabs

5612Open Source

A Python MCP server that exposes multi-database querying capabilities through Legion Query Runner and the Model Context Protocol.

tools: execute_query, execute_query_json, get_table_columns, get_table_types +6 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-victoriametrics@VictoriaMetrics-Community

565Open Source

Implementation of a Model Context Protocol (MCP) server that exposes VictoriaMetrics APIs, documentation search and troubleshooting tools to AI-assistants and other MCP clients.

tools: query, query_range, metrics, labels +25 more

┌─────┐
│ OP  │
│ OSS │
└─────┘

openai-gpt-image-mcp@SureScaleAI

5617Open Source

MCP tool-server for OpenAI GPT-4o / gpt-image-1 image generation & editing.

tools: create-image, edit-image

┌─────┐
│ RE  │
│ OSS │
└─────┘

ReAPI-com/mcp-openapi@ReAPI-com

569Open Source

MCP server that scans a directory of OpenAPI 3.x specs, builds a searchable catalog (operations & schemas) and exposes it through the Model Context Protocol for LLM-powered IDEs such as Cursor.

tools: refresh-api-catalog, get-api-catalog, search-api-operations, search-api-schemas +3 more

┌─────┐
│ AL  │
│ SRV │
└─────┘

alchemy-mcp-server@alchemyplatform

5512Enterprise

Alchemy's official MCP Server enabling AI agents to access Alchemy blockchain APIs via the Model Context Protocol.

tools: fetchtokenpricebysymbol, fetchtokenpricebyaddress, fetchtokenpricehistorybysymbol, fetchtokensownedbymultichainaddresses +4 more

┌─────┐
│ BR  │
│ OSS │
└─────┘

brave-search-mcp@mikechao

5513Open Source

MCP server that exposes Brave Search (web, images, news, video, POI) through the Model-Context Protocol.

tools: brave_web_search, brave_image_search, brave_news_search, brave_local_search +1 more

┌─────┐
│ BI  │
│ SPL │
└─────┘

bitcoin-mcp@AbdelStark

5412Specialized

Model Context Protocol server that lets AI agents interact with the Bitcoin & Lightning networks (key-gen, address validation, tx/block queries, invoice decode, LNBits payments, etc.).

tools: key generation, address validation, transaction decoding, latest block +3 more

┌─────┐
│ K8  │
│ OSS │
└─────┘

k8s-mcp-server@reza-gholizade

547Open Source

A Go-based Model Context Protocol (MCP) server that exposes Kubernetes and Helm operations through stdio, SSE or streamable-HTTP transports.

tools: getapiresources, listresources, getresource, describeresource +15 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-difyworkflow-server@gotoolkits

5413Open Source

An MCP server-side tool that lets MCP agents list and invoke multiple custom Dify workflows through simple API/CLI calls.

tools: list_workflows, execute_workflow

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-monitor@seekrays

5413Open Source

A Go-based MCP server that exposes real-time CPU, memory, disk, network, host and process metrics to LLMs through a set of MCP tools.

tools: get_cpu_info, get_memory_info, get_disk_info, get_network_info +2 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-openai@mzxrai

5420Open Source

Chat with OpenAI models from Claude Desktop – an MCP server that proxies Claude requests to OpenAI’s Chat Completion API.

tools: openai_chat

┌─────┐
│ PI  │
│ OSS │
└─────┘

piapi-mcp-server@apinetwork

5418Open Source

TypeScript implementation of a Model Context Protocol (MCP) server that connects Claude/Cursor (or any MCP-compatible client) to the PiAPI media-generation API.

tools: base image toolkit, base video toolkit, flux image generation from text/image prompt, hunyuan video generation from text/image prompt +9 more

┌─────┐
│ RI  │
│ SPL │
└─────┘

rijksmuseum-mcp@r-huijts

5411Specialized

Rijksmuseum MCP integration for artwork exploration and analysis

tools: search_artwork, get_artwork_details, get_artwork_image, get_user_sets +3 more

┌─────┐
│ BI  │
│ OSS │
└─────┘

bing-search-mcp@leehanchung

534Open Source

MCP Server for integrating Microsoft Bing Web / News / Image Search into AI assistants.

tools: bing_web_search, bing_news_search, bing_image_search

┌─────┐
│ HE  │
│ OSS │
└─────┘

heurist-mesh-mcp-server@heurist-network

5314Open Source

Python MCP (Model Context Protocol) server that connects to Heurist Mesh APIs, exposing a suite of blockchain & web3-focused agent tools (CoinGecko, DexScreener, Exa, GoPlus, Firecrawl, Twitter intelligence, etc.) via SSE or stdio transport.

tools: get_coingecko_id, get_token_info, get_trending_coins, get_specific_pair_info +12 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

MCP-wolfram-alpha@SecretiveShell

5312Open Source

MCP server that lets any MCP-compatible chat client query the Wolfram Alpha Computational Knowledge API.

tools: wa, query_wolfram_alpha

┌─────┐
│ ZA  │
│ OSS │
└─────┘

zaturn@kdqed

527Open Source

AI-assisted data-analytics server & web notebook that lets you chat with multiple SQL databases or flat-file datasets and auto-generates queries, summaries and visualisations.

┌─────┐
│ KO  │
│ OSS │
└─────┘

kokoro-tts-mcp@mberg

5112Open Source

Kokoro Text-to-Speech MCP server that converts text to MP3 locally and/or uploads the result to S3.

tools: mcp-tts.py, mcp_client.py

┌─────┐
│ LL  │
│ SPL │
└─────┘

lldb-mcp@stass

514Specialized

LLDB MCP server – exposes LLDB debugging through Claude’s Model Context Protocol.

tools: lldb_start, lldb_terminate, lldb_list_sessions, lldb_load +24 more

┌─────┐
│ OM  │
│ OSS │
└─────┘

omniparser-autogui-mcp@NON906

519Open Source

Python-based MCP server that uses Microsoft OmniParser to visually parse the active screen and then drives the GUI automatically (mouse / keyboard). Primarily targeted at Windows but can run cross-platform.

┌─────┐
│ SS  │
│ OSS │
└─────┘

ssh-mcp@tufantunc

514Open Source

Local MCP server that lets LLMs/other MCP clients run shell commands over SSH on Linux or Windows targets with configurable time-outs.

tools: exec

┌─────┐
│ TY  │
│ OSS │
└─────┘

typst-mcp@johannesbrandenburger

515Open Source

MCP server that lets LLMs work with Typst: converts LaTeX⇄Typst, validates Typst code and renders it, plus exposes Typst docs through MCP tools.

tools: list_docs_chapters, get_docs_chapter, get_docs_chapters, latex_snippet_to_typst +4 more

┌─────┐
│ TH  │
│ OSS │
└─────┘

think-mcp@Rai220

508Open Source

MCP Server that adds a “think” tool (and optional criticize / plan / search) for structured reasoning in agentic AI workflows.

tools: think, criticize, plan, search

┌─────┐
│ MC  │
│ SPL │
└─────┘

mcp-hn@erithwik

4912Specialized

Model Context Protocol (MCP) server that exposes Hacker News tooling (get_stories, get_story_info, search_stories, get_user_info) for use from clients such as Claude Desktop via Smithery.

tools: get_stories, get_story_info, search_stories, get_user_info

┌─────┐
│ CR  │
│ SPL │
└─────┘

cryptopanic-mcp-server@kukapay

4818Specialized

Provide latest cryptocurrency news to AI agents via a single MCP tool that proxies the CryptoPanic API.

tools: get_crypto_news

┌─────┐
│ GI  │
│ OSS │
└─────┘

gitlab-mr-mcp@kopfrechner

4814Open Source

Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.

tools: get_projects, list_open_merge_requests, get_merge_request_details, get_merge_request_comments +6 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-trino@tuannvm

4815Open Source

High-performance Model Context Protocol (MCP) server that exposes Trino’s distributed SQL engine through STDIO and HTTP/StreamableHTTP transports with optional OAuth/JWT authentication.

tools: execute_query, list_catalogs, list_schemas, list_tables +1 more

┌─────┐
│ PO  │
│ OSS │
└─────┘

portainer-mcp@portainer

4810Open Source

Go-based Model Context Protocol (MCP) server that lets AI agents manage and query Portainer (Docker/Kubernetes) environments via a standardised tool interface.

tools: listenvironments, updateenvironmenttags, updateenvironmentuseraccesses, updateenvironmentteamaccesses +28 more

┌─────┐
│ RE  │
│ SRV │
└─────┘

rember-mcp@rember

485Enterprise

Official Model Context Protocol (MCP) server that lets Claude create Rember flashcards from chat notes or PDFs.

tools: create_flashcards

┌─────┐
│ GO  │
│ OSS │
└─────┘

google-calendar-mcp@takumi0706

423Open Source

Google Calendar MCP server that lets Claude Desktop read, create, update and delete Google Calendar events via an MCP interface. Implements OAuth2 (PKCE) authentication, token encryption and full event-management tooling.

tools: getevents, createevent, updateevent, deleteevent +1 more

┌─────┐
│ JI  │
│ SPL │
└─────┘

jira-mcp@nguyenvanduocit

4110Specialized

Go-based Model Context Protocol (MCP) server that lets AI assistants perform rich Jira operations (issue, sprint, workflow, etc.) through 20+ purpose-built tools.

tools: get detailed issue information, create new issues, create child issues (subtasks), update existing issues +17 more

┌─────┐
│ MC  │
│ OSS │
└─────┘

mcp-sqlite@jparkerweb

232Open Source

Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities

tools: db_info, list_tables, get_table_schema, create_record +4 more

┌─────┐
│ VE  │
│ OSS │
└─────┘

vercel-ai-docs-mcp@IvanAmador

225Open Source

MCP server that lets AI assistants (e.g., Claude Desktop, Cursor) semantically search and query the Vercel AI SDK documentation using Google Gemini, FAISS and LangChain.

tools: agent-query, direct-query, clear-memory

┌─────┐
│ AW  │
│ OSS │
└─────┘

aws-pricing-mcp@trilogy-group

115Open Source

MCP server exposing AWS EC2 real-time pricing data, queryable by CPU, RAM, family, purchase option, etc.

tools: aws ec2 pricing mcp