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MCP Servers

Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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285 results (<1ms) · data updated 2026-08-14

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haris-musa/excel-mcp-server B MCP Server Stale

haris-musa/excel-mcp-server

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

★ 4.1k Python Updated 4mo ago Score 69 Developer Tools

chroma-core/chroma-mcp B MCP Server Official Stale

chroma-core/chroma-mcp

Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities

★ 585 Python Updated 11mo ago Score 66 Databases

apecloud/ApeRAG C MCP Server Stale

apecloud/ApeRAG

Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

★ 1.3k Python Updated 3mo ago Score 64 Knowledge & Memory

aliyun/alibaba-cloud-ops-mcp-server C MCP Server Official Stale

aliyun/alibaba-cloud-ops-mcp-server

A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.

★ 125 Python Updated 5mo ago Score 64 Cloud Platforms

crystaldba/postgres-mcp C MCP Server Stale

crystaldba/postgres-mcp

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

★ 3.2k Python Updated 6mo ago Score 63 Databases

xing5/mcp-google-sheets C MCP Server Stale

xing5/mcp-google-sheets

A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.

★ 980 Python Updated 3mo ago Score 63 Databases

neo4j-contrib/mcp-neo4j C MCP Server Stale

neo4j-contrib/mcp-neo4j

Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

★ 979 Python Updated 4mo ago Score 63 Databases

rohitg00/kubectl-mcp-server C MCP Server Stale

rohitg00/kubectl-mcp-server

A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.

★ 947 Python Updated 4mo ago Score 63 Cloud Platforms

alexanderzuev/supabase-mcp-server C MCP Server Stale

alexander-zuev/supabase-mcp-server

Supabase MCP Server with support for SQL query execution and database exploration tools

★ 830 Python Updated 3mo ago Score 62 Databases

opendatalab/MinerU-Ecosystem C MCP Server Official Stale

opendatalab/MinerU-Ecosystem/mcp

Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits.

★ 192 Python Updated 3mo ago Score 61 Search & Data Extraction

ezyang/codemcp C MCP Server Stale

ezyang/codemcp

Coding agent with basic read, write and command line tools.

★ 1.6k Python Updated 7mo ago Score 60 Coding Agents

joinly-ai/joinly C MCP Server Stale

joinly-ai/joinly

MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.

★ 560 Python Updated 4mo ago Score 60 Communication

panther-labs/mcp-panther C MCP Server Official Stale

panther-labs/mcp-panther

MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.

★ 47 Python Updated 3mo ago Score 60 Security

hyperb1iss/droidmind C MCP Server Stale

hyperb1iss/droidmind

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

★ 427 Python Updated 7mo ago Score 59 Developer Tools

AIDC-AI/Pixelle-MCP C MCP Server Stale

AIDC-AI/Pixelle-MCP

An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.

★ 1.1k Python Updated 7mo ago Score 58 Multimedia Process

SDGLBL/mcp-claude-code C MCP Server Stale

SDGLBL/mcp-claude-code

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

★ 304 Python Updated 11mo ago Score 58 Developer Tools

wenb1n-dev/mysql_mcp_server_pro C MCP Server Stale

wenb1n-dev/mysql_mcp_server_pro

Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization

★ 247 Python Updated 11mo ago Score 57 Databases

XGenerationLab/xiyan_mcp_server C MCP Server Stale

XGenerationLab/xiyan_mcp_server

An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.

★ 241 Python Updated 6mo ago Score 57 Databases

ConstantineB6/comfy-pilot C MCP Server Stale

ConstantineB6/comfy-pilot

MCP server for ComfyUI that lets AI agents view, edit, and run node-based image generation workflows with an embedded terminal.

★ 229 Python Updated 5mo ago Score 57 Art & Culture

heurist-network/heurist-mesh-mcp-server C MCP Server Official Stale

heurist-network/heurist-mesh-mcp-server

Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains

★ 66 Python Updated 4mo ago Score 56 Finance & Fintech

johannesbrandenburger/typst-mcp C MCP Server Stale

johannesbrandenburger/typst-mcp

MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.

★ 173 Python Updated 3mo ago Score 55 Other Tools and Integrations

fosdickio/binary_ninja_mcp C MCP Server Stale

fosdickio/binary_ninja_mcp

A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.

★ 417 Python Updated 4mo ago Score 54 Security

dev-mirzabicer/ticktick-sdk C MCP Server Stale

dev-mirzabicer/ticktick-sdk

Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics.

★ 140 Python Updated 6mo ago Score 54 Other Tools and Integrations

LucasHild/mcp-server-bigquery C MCP Server Stale

LucasHild/mcp-server-bigquery

BigQuery database integration with schema inspection and query capabilities

★ 128 Python Updated 4mo ago Score 54 Databases

Snowflake-Labs/mcp C MCP Server Stale

Snowflake-Labs/mcp

Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.

★ 296 Python Updated 3mo ago Score 53 Databases

elvismdev/mem0-mcp-selfhosted C MCP Server Stale

elvismdev/mem0-mcp-selfhosted

Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero-config OAT auth, split-model graph routing, session hooks for automatic cross-session memory, and 11 tools. Supports both Anthropic and fully local Ollama setups.

★ 105 Python Updated 5mo ago Score 53 Knowledge & Memory

wenb1n-dev/SmartDB_MCP C MCP Server Stale

wenb1n-dev/SmartDB_MCP

A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more. Compatible with mainstream databases including MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, and Oracle. Supports Streamable HTTP, SSE, and STDIO; integrates OAuth 2.0; and is designed for easy customization and extensi

★ 89 Python Updated 11mo ago Score 53 Databases

mpeirone/zabbix-mcp-server C MCP Server Stale

mpeirone/zabbix-mcp-server

Zabbix integration for hosts, items, triggers, templates, problems, data and more.

★ 244 Python Updated 3mo ago Score 52 Monitoring

QuantConnect/mcp-server C MCP Server Stale

QuantConnect/mcp-server

A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts.

★ 77 Python Updated 3mo ago Score 52 Finance & Fintech

HagaiHen/facebook-mcp-server C MCP Server Stale

HagaiHen/facebook-mcp-server

Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.

★ 207 Python Updated 3mo ago Score 51 Social Media

securityfortech/secops-mcp C MCP Server Stale

securityfortech/secops-mcp

All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.

★ 206 Python Updated 11mo ago Score 51 Security

tumf/mcp-text-editor C MCP Server Stale

tumf/mcp-text-editor

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

★ 198 Python Updated 4mo ago Score 51 Developer Tools

isaacwasserman/mcp-snowflake-server C MCP Server Stale

isaacwasserman/mcp-snowflake-server

Snowflake integration implementing read and (optional) write operations as well as insight tracking

★ 185 Python Updated 10mo ago Score 51 Databases

MikeRecognex/mcp-codebase-index C MCP Server Stale

MikeRecognex/mcp-codebase-index

Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.

★ 61 Python Updated 5mo ago Score 51 Developer Tools

imprvhub/mcp-domain-availability C MCP Server Stale

imprvhub/mcp-domain-availability

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

★ 55 Python Updated 9mo ago Score 50 Search & Data Extraction

Cactusinhand/mcp_server_notify C MCP Server Stale

Cactusinhand/mcp_server_notify

A MCP server that send desktop notifications with sound effect when agent tasks are completed.

★ 54 Python Updated 12mo ago Score 50 Communication

nihalxkumar/arch-mcp C MCP Server Stale

nihalxkumar/arch-mcp

Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and non-Arch systems. Features include searching Arch Wiki and AUR, getting package info, checking for updates, installing packages securely, and analyzing PKGBUILDs.

★ 53 Python Updated 5mo ago Score 50 Coding Agents

raveenb/fal-mcp-server C MCP Server Stale

raveenb/fal-mcp-server

Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop

★ 52 Python Updated 3mo ago Score 50 Art & Culture

yiwenlu66/PiloTY C MCP Server Stale

yiwenlu66/PiloTY

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management

★ 44 Python Updated 3mo ago Score 50 Developer Tools