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

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

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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

agentic-mcp-tools/owlex D MCP Server Stale

agentic-mcp-tools/owlex

AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds

★ 135 Python Updated 5mo ago Score 49 Coding Agents

kukapay/freqtrade-mcp D MCP Server Stale

kukapay/freqtrade-mcp

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

★ 134 Python Updated 8mo ago Score 49 Finance & Fintech

Yutarop/ros-mcp D MCP Server Stale

Yutarop/ros-mcp

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

★ 36 Python Updated 11mo ago Score 49 Developer Tools

QGIS MCP D MCP Server Stale

jjsantos01/qgis_mcp

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

★ 1.1k Python Updated 10mo ago Score 48 Location Services

xzq.xu/jvm-mcp-server D MCP Server Stale

xzq-xu/jvm-mcp-server

An implementation project of a JVM-based MCP (Model Context Protocol) server.

★ 89 Python Updated 4mo ago Score 48 Developer Tools

nonatofabio/local-faiss-mcp D MCP Server Stale

nonatofabio/local_faiss_mcp

Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying

★ 33 Python Updated 3mo ago Score 48 Knowledge & Memory

kestra-io/mcp-server-python D MCP Server Stale

kestra-io/mcp-server-python

Implementation of MCP server for [Kestra](https://kestra.io) workflow orchestration platform.

★ 29 Python Updated 3mo ago Score 48 Cloud Platforms

hileamlakB/PRIMS D MCP Server Stale

hileamlakB/PRIMS

A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment.

★ 28 Python Updated 10mo ago Score 48 Code Execution

conan-io/conan-mcp D MCP Server Official Stale

conan-io/conan-mcp

Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities.

★ 10 Python Updated 6mo ago Score 48 Developer Tools

mahdin75/geoserver-mcp D MCP Server Stale

mahdin75/geoserver-mcp

A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.

★ 87 Python Updated 8mo ago Score 47 Location Services

xcodebuild D MCP Server Stale

ShenghaiWang/xcodebuild

Build iOS Xcode workspace/project and feed back errors to llm.

★ 84 Python Updated 12mo ago Score 47 Developer Tools

ricocf/mcp-wolframalpha D MCP Server Stale

ricocf/mcp-wolframalpha

An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

★ 84 Python Updated 7mo ago Score 47 Search & Data Extraction

mberg/kokoro-tts-mcp D MCP Server Stale

mberg/kokoro-tts-mcp

MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.

★ 81 Python Updated 11mo ago Score 47 Text-to-Speech

kdqed/zaturn D MCP Server Stale

kdqed/zaturn

Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

★ 75 Python Updated 9mo ago Score 47 Data Science Tools

devilcoder01/weather-mcp-server D MCP Server Stale

devilcoder01/weather-mcp-server

Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.

★ 24 Python Updated 11mo ago Score 47 Location Services

skysqlinc/skysql-mcp D MCP Server Official Stale

skysqlinc/skysql-mcp

Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.

★ 7 Python Updated 3mo ago Score 47 Databases

YangLiangwei/PersonalizationMCP D MCP Server Stale

YangLiangwei/PersonalizationMCP

Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.

★ 58 Python Updated 4mo ago Score 46 Aggregators

pab1it0/adx-mcp-server D MCP Server Stale

pab1it0/adx-mcp-server

Query and analyze Azure Data Explorer databases

★ 56 Python Updated 4mo ago Score 46 Databases

Data-Everything/mcp-server-templates D MCP Server Stale

Data-Everything/mcp-server-templates

One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.

★ 21 Python Updated 11mo ago Score 46 Aggregators

asmith26/jupytercad-mcp D MCP Server Stale

asmith26/jupytercad-mcp

An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that allows you to control it using LLMs/natural language.

★ 20 Python Updated 10mo ago Score 46 Art & Culture

dengls24/annota D MCP Server Stale

dengls24/annota

AI-powered paper annotation MCP server. Reads papers, highlights key findings with semantic color coding, explains formulas, and writes structured reading notes — all saved back to Zotero. Features two-phase workflow for large PDFs (63–80% context savings) and batch annotations.

★ 18 Python Updated 3mo ago Score 46 Knowledge & Memory

whynowlab/jarvis-orb D MCP Server Stale

whynowlab/jarvis-orb

Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb.

★ 18 Python Updated 3mo ago Score 46 Knowledge & Memory

ahnlabio/bicscan-mcp D MCP Server Official Stale

ahnlabio/bicscan-mcp

Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.

★ 17 Python Updated 5mo ago Score 46 Finance & Fintech

horw/esp-mcp D MCP Server Stale

horw/esp-mcp

Workflow for fixing build issues in ESP32 series chips using ESP-IDF.

★ 155 Python Updated 7mo ago Score 45 Embedded System

particlefuture/MCPDiscovery D MCP Server Stale

particlefuture/1mcpserver

MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.

★ 53 Python Updated 7mo ago Score 45 Aggregators

srijanshukla18/xray D MCP Server Stale

srijanshukla18/xray

Progressive code-intelligence MCP server: map project structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go (powered by `ast-grep`).

★ 52 Python Updated 8mo ago Score 45 Developer Tools

henilcalagiya/mcp-apple-notes D MCP Server Stale

henilcalagiya/mcp-apple-notes

Powerful tools for automating Apple Notes using Model Context Protocol (MCP). Full CRUD support with HTML content, folder management, and search capabilities.

★ 52 Python Updated 11mo ago Score 45 Other Tools and Integrations

slouchd/cyberchef-api-mcp-server D MCP Server Stale

slouchd/cyberchef-api-mcp-server

MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.

★ 44 Python Updated 4mo ago Score 45 Security

PCDCK/ozon-mcp D MCP Server Stale

PCDCK/ozon-mcp

Knowledge-rich MCP server for the full Ozon Seller + Performance API (466 methods, 15 MCP tools). Auto-pagination over 4 cursor styles, subscription-tier pre-flight, rate-limit management with exponential back-off, and 13 curated analytical workflows (OOS risk, cabinet health, content audit, pricing, warehouse distribution). Russian + English BM25 search across the catalog.

★ 16 Python Updated 3mo ago Score 45 E-Commerce

cevatkerim/unsplash-mcp D MCP Server Stale

cevatkerim/unsplash-mcp

Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking.

★ 16 Python Updated 7mo ago Score 45 Search & Data Extraction

2niuhe/plantuml_web D MCP Server Stale

2niuhe/plantuml_web

A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.

★ 16 Python Updated 11mo ago Score 45 Other Tools and Integrations

wd041216-bit/free-web-search-ultimate D MCP Server Stale

wd041216-bit/free-web-search-ultimate

Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-First** paradigm — instructs LLMs to retrieve real-time information before answering factual questions. Supports 10+ search engines (DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit) and deep page browsing. No API key required.

★ 15 Python Updated 3mo ago Score 45 Search & Data Extraction

askbudi/roundtable D MCP Server Stale

askbudi/roundtable

Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem.

★ 121 Python Updated 10mo ago Score 44 Aggregators

qiniu/qiniu-mcp-server D MCP Server Stale

qiniu/qiniu-mcp-server

A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.

★ 39 Python Updated 8mo ago Score 44 Cloud Platforms

gwbischof/free-will-mcp D MCP Server Stale

gwbischof/free-will-mcp

Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

★ 37 Python Updated 9mo ago Score 44 Other Tools and Integrations