MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 1 hour, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5301 |
This project implements a Model Context Protocol (MCP) server providing Formula…
|
B 73 5⁄5 | ||||||||
| 5302 |
Provides access to Urban Institute's Education Data API through Claude, enablin…
|
B 73 5⁄5 | ||||||||
| 5303 |
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
|
B 73 5⁄5 | ||||||||
| 5304 |
Enables LLMs to interact with Things 3 task manager on macOS via AppleScript, a…
|
B 73 5⁄5 | ||||||||
| 5305 |
Slack MCP Server
Claim
Enables comprehensive Slack workspace integration through AI assistants, allowi…
|
B 73 5⁄5 | ||||||||
| 5306 |
Production-ready satellite imagery analysis server that enables natural languag…
|
B 73 5⁄5 | ||||||||
| 5307 |
Leiga MCP Server
Claim
Enables AI agents to interact with the Leiga project management platform. Suppo…
|
B 73 5⁄5 | ||||||||
| 5308 |
An MCP server that enables AI assistants to interact with Figma designs for tas…
|
B 73 5⁄4 | ||||||||
| 5309 |
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
|
B 73 5⁄4 | ||||||||
| 5310 |
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
|
B 73 5⁄5 | ||||||||
| 5311 |
An MCP server that allows agents to test and compare LLM prompts across OpenAI …
|
B 73 5⁄5 | ||||||||
| 5312 |
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
|
B 73 5⁄5 | ||||||||
| 5313 |
An MCP server for interacting with the Berlin Public Transport (BVG) API to sea…
|
B 73 5⁄5 | ||||||||
| 5314 |
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
|
B 73 5⁄5 | ||||||||
| 5315 |
Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via M…
|
B 73 5⁄5 | ||||||||
| 5316 |
Axon.MCP.Server
Claim
An MCP server that transforms codebases into intelligent, queryable knowledge b…
|
B 73 5⁄4 | ||||||||
| 5317 |
A production-ready framework for building enterprise-grade MCP servers featurin…
|
B 73 5⁄4 | ||||||||
| 5318 |
Proto Server
Claim
Enables AI assistants to explore and understand Protocol Buffer (.proto) files …
|
B 73 5⁄4 | ||||||||
| 5319 |
Engram MCP provides persistent, cross-session memory for AI agents by automatic…
|
B 73 5⁄5 | ||||||||
| 5320 |
Enables comprehensive access to SEC EDGAR filings, allowing users to search com…
|
B 73 5⁄5 | ||||||||
| 5321 |
Enables AI models to interact with MySQL databases through standardized operati…
|
B 73 5⁄5 | ||||||||
| 5322 |
Node.js server that allows searching Discourse forum posts through the Model Co…
|
B 73 5⁄5 | ||||||||
| 5323 |
LLM MCP Bridge
Claim
Provides a universal bridge to interact with any OpenAI-compatible LLM API (loc…
|
B 73 5⁄5 | ||||||||
| 5324 |
Enables AI assistants to manage OpenProject work packages, projects, and time t…
|
B 73 5⁄5 | ||||||||
| 5325 |
A collection of tools that enhance MCP-based workflows with caching, retry logi…
|
B 73 5⁄5 | ||||||||
| 5326 |
Crawls Korean stock market data from Naver Finance, providing real-time informa…
|
B 73 5⁄5 | ||||||||
| 5327 |
Enables AI assistants to query, search, and analyze logs across Google Cloud Pl…
|
B 73 5⁄5 | ||||||||
| 5328 |
Facilitates semantic analysis of chat conversations through vector embeddings a…
|
B 73 5⁄5 | ||||||||
| 5329 |
A comprehensive Model Context Protocol server that integrates Elasticsearch sea…
|
B 73 5⁄5 | ||||||||
| 5330 |
Easy-to-use MCP server framework specialized for SSE.
|
B 73 5⁄4 | ||||||||
| 5331 |
An MCP server that connects Limitless Pendant wearable data to AI tools like Cl…
|
B 73 5⁄5 | ||||||||
| 5332 |
Provides offline access to Washington State's Revised Code of Washington (RCW) …
|
B 73 5⁄5 | ||||||||
| 5333 |
An MCP server that provides access to medical information, drug databases, and …
|
B 73 5⁄4 | ||||||||
| 5334 |
An MCP server that retrieves current GitHub Copilot usage data, including quota…
|
B 73 5⁄5 | ||||||||
| 5335 |
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
|
B 73 5⁄5 | ||||||||
| 5336 |
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
|
B 73 5⁄4 | ||||||||
| 5337 |
Provides intelligent CSS/JS feature compatibility checking with configurable br…
|
B 73 5⁄5 | ||||||||
| 5338 |
Enables security auditing, penetration testing, and compliance validation with …
|
B 73 5⁄5 | ||||||||
| 5339 |
A local RAG-powered documentation search system that uses vector embeddings and…
|
B 73 5⁄4 | ||||||||
| 5340 |
An MCP server that provides AI assistants with structured, type-safe access to …
|
B 73 5⁄4 | ||||||||
| 5341 |
Extracts and analyzes key frames from Loom videos or local video files for debu…
|
B 73 5⁄5 | ||||||||
| 5342 |
A tool service that enables AI agents to interact with MySQL databases through …
|
B 73 5⁄5 | ||||||||
| 5343 |
A comprehensive reference implementation demonstrating all features of the Mode…
|
B 73 5⁄4 | ||||||||
| 5344 |
An MCP server that enables AI agents to manage a TODO list with user authentica…
|
B 73 5⁄4 | ||||||||
| 5345 |
Kali Linux MCP Server
Claim
A tool that allows penetration testing through Kali Linux commands executed via…
|
B 73 5⁄4 | ||||||||
| 5346 |
unified-gateway-mcp
Claim
Unified MCP Gateway Platform, Marketplace & Custom MCPs
|
B 73 5⁄5 | ||||||||
| 5347 |
Enables AI assistants to interact with IG Trading API for forex, indices, and c…
|
B 73 5⁄5 | ||||||||
| 5348 |
Provides access to Austrian cultural heritage through the Kulturpool API, enabl…
|
B 73 5⁄5 | ||||||||
| 5349 |
Enables privacy-preserving interactions with the Penumbra blockchain, offering …
|
B 73 5⁄5 | ||||||||
| 5350 |
A starter template for building MCP servers with SQLite database integration. P…
|
B 73 5⁄4 | ||||||||