MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11401 |
Official implementation of Anthropic's 'think' tool that provides Claude with a…
|
C 63 5⁄5 | ||||||||
| 11402 |
A template for deploying an unauthenticated MCP server on Cloudflare Workers. E…
|
C 63 5⁄5 | ||||||||
| 11403 |
A serverless solution for deploying Model Context Protocol (MCP) servers on Clo…
|
C 63 5⁄5 | ||||||||
| 11404 |
MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-pow…
|
C 63 5⁄5 | ||||||||
| 11405 |
A documentation server based on MCP protocol designed for various development f…
|
C 63 5⁄5 | ||||||||
| 11406 |
A Model Context Protocol tool that enables Claude to interact with Microsoft Ou…
|
C 63 5⁄4 | ||||||||
| 11407 |
Enables document retrieval, code generation, and code review for Minecraft Chin…
|
C 63 5⁄5 | ||||||||
| 11408 |
This project creates a middleware server that connects to Interactive Brokers G…
|
C 63 5⁄4 | ||||||||
| 11409 |
Enable AI agents to query and manage cloud-connected data sources using SQL, me…
|
C 63 6⁄4 | ||||||||
| 11410 |
An enterprise internal knowledge base assistant that enables AI models to retri…
|
C 63 5⁄5 | ||||||||
| 11411 |
A Model Context Protocol server that enables AI models to interact with the Mon…
|
C 63 5⁄5 | ||||||||
| 11412 |
Enables saving articles to WeChat Official Account drafts with support for rich…
|
C 63 5⁄5 | ||||||||
| 11413 |
Enables deployment of Model Context Protocol servers on Cloudflare Workers with…
|
C 63 5⁄5 | ||||||||
| 11414 |
DillyDallyMCP
Claim
A basic Model Context Protocol server template ready for Dedalus deployment, de…
|
C 63 6⁄4 | ||||||||
| 11415 |
A template for deploying an unauthenticated Model Context Protocol server on Cl…
|
C 63 5⁄5 | ||||||||
| 11416 |
EdgeOne Geo MCP Server
Claim
Enables large language models to access user geolocation information through Ed…
|
C 63 5⁄5 | ||||||||
| 11417 |
An MCP server providing direct programmatic access to Obsidian vaults through C…
|
C 63 5⁄5 | ||||||||
| 11418 |
A deployable Model Context Protocol server on Cloudflare Workers that operates …
|
C 63 5⁄5 | ||||||||
| 11419 |
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
|
C 63 6⁄4 | ||||||||
| 11420 |
aleostudio MCP Server
Claim
A lightweight MCP server providing utility tools for math, text processing, dat…
|
C 63 5⁄5 | ||||||||
| 11421 |
An AI-powered meeting assistant that combines FastAPI backend with React fronte…
|
C 63 5⁄5 | ||||||||
| 11422 |
MCP server for toolhouse.ai. This does not rely on an external llm unlike the o…
|
C 63 5⁄5 | ||||||||
| 11423 |
MCP Geo Location Demo
Claim
A server that enables AI models to access user geolocation information via Edge…
|
C 63 5⁄5 | ||||||||
| 11424 |
Provides team information retrieval capabilities through HTTP streaming transpo…
|
C 63 5⁄5 | ||||||||
| 11425 |
Provides MCP multi-cluster Kubernetes management and operations. It can be inte…
|
C 63 5⁄5 | ||||||||
| 11426 |
AgentBase: open registry of agent instruction files for AI agents. Search and r…
|
C 63 6⁄4 | ||||||||
| 11427 |
A service that extracts and transcribes audio content from videos across 1000+ …
|
C 63 5⁄5 | ||||||||
| 11428 |
Provide seamless access to Appfolio Property Manager Reporting API through a st…
|
C 63 6⁄6 | ||||||||
| 11429 |
MCP server for Google search results via SERP API
|
C 63 5⁄5 | ||||||||
| 11430 |
A Model Context Protocol server for Hackle API providing tools and resources fo…
|
C 63 5⁄5 | ||||||||
| 11431 |
A Model Context Protocol server that wraps Apache Airflow's REST API with Beare…
|
C 63 5⁄4 | ||||||||
| 11432 |
Enables AI assistants to read, write, and manipulate Excel files through compre…
|
C 63 5⁄4 | ||||||||
| 11433 |
A Python-based MCP server that integrates with Plex Media Server API to search …
|
C 63 5⁄5 | ||||||||
| 11434 |
Enables semantic code search across codebases with automatic incremental indexi…
|
C 63 6⁄6 | ||||||||
| 11435 |
Provides AI assistants with real-time access to the AGNO framework documentatio…
|
C 63 5⁄5 | ||||||||
| 11436 |
An implementation that enables AI models to access and analyze Kayzen advertisi…
|
C 63 5⁄5 | ||||||||
| 11437 |
Enables deployment of Model Context Protocol servers on Cloudflare Workers with…
|
C 63 5⁄5 | ||||||||
| 11438 |
Oura MCP Server
Claim
Enables AI assistants to access Oura Ring health data including sleep, readines…
|
C 63 6⁄6 | ||||||||
| 11439 |
A zero-configuration tool that automatically converts FastAPI endpoints into Mo…
|
C 63 5⁄5 | ||||||||
| 11440 |
MCP Server for Milvus / Zilliz, making it possible to interact with your databa…
|
C 63 5⁄5 | ||||||||
| 11441 |
Airthings Consumer MCP Server
|
C 63 5⁄5 | ||||||||
| 11442 |
Integrates Perplexity AI's search-enhanced language models with Claude Desktop,…
|
C 63 5⁄4 | ||||||||
| 11443 |
A secure, local-first MCP server that enables users to query QuickBooks data su…
|
C 63 5⁄4 | ||||||||
| 11444 |
A Model Context Protocol server that enables Claude Desktop to access and analy…
|
C 63 5⁄5 | ||||||||
| 11445 |
Enables access to comprehensive news data through the Perigon API, including se…
|
C 63 6⁄6 | ||||||||
| 11446 |
Provides persistent memory for AI agents using hybrid search (vector embeddings…
|
C 63 5⁄5 | ||||||||
| 11447 |
Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-p…
|
C 63 6⁄6 | ||||||||
| 11448 |
MCP Medium Accelerator
Claim
A Claude Desktop MCP server that extracts and summarizes Medium articles from s…
|
C 63 5⁄4 | ||||||||
| 11449 |
An MCP server that enables AI agents to interact with Nastran FEA models by rea…
|
C 63 5⁄4 | ||||||||
| 11450 |
OneSignal MCP Server
Claim
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
|
C 63 5⁄5 | ||||||||