MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23351 |
agentic-ai-apis
Claim
The ultimate collection of APIs for building autonomous AI agents — 2,036 produ…
|
C 60 3⁄3 | ||||||||
| 23352 |
Kibana Log Access Server
Claim
Provide seamless access to Kibana logs through a simple API designed for effici…
|
C 60 4⁄3 | ||||||||
| 23353 |
local-rag-mcp-server
Claim
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and…
|
C 60 3⁄3 | ||||||||
| 23354 |
MCP Server for macOS
Claim
A modern, extensible server that provides a unified interface to control and in…
|
C 60 4⁄3 | ||||||||
| 23355 |
Build Awesome MCPs with Awesome Best Practices for MCP Servers and MCP Clients
|
C 60 3⁄3 | ||||||||
| 23356 |
MCP server for Yandex.Direct API v5 enabling management of campaigns, ad groups…
|
C 60 3⁄3 | ||||||||
| 23357 |
The only browser automation that bypasses anti-bot systems. AI writes network h…
|
C 60 4⁄3 | ||||||||
| 23358 |
Advanced MCP Server
Claim
Provides AI coding agents with a secure, sandboxed environment for executing co…
|
C 60 4⁄4 | ||||||||
| 23359 |
awesome-ios-ai
Claim
AI agent skills, agent teams, MCP servers, and tools that make AI coding assist…
|
C 60 3⁄3 | ||||||||
| 23360 |
coplay-unity-plugin
Claim
Unity plugin for Coplay
|
C 60 3⁄3 | ||||||||
| 23361 |
Enhanced MCP server for managing Proxmox virtualization platforms with complete…
|
C 60 4⁄4 | ||||||||
| 23362 |
IOL MCP Server
Claim
A Model-Controller-Proxy server that acts as an intermediary between clients an…
|
C 60 4⁄4 | ||||||||
| 23363 |
Provides seamless integration with Trello's API to manage boards, lists, and ca…
|
C 60 4⁄4 | ||||||||
| 23364 |
DeFi agent definitions JSON API - crypto trading portfolio management bots
|
C 60 4⁄3 | ||||||||
| 23365 |
just a test of glama
|
C 60 3⁄3 | ||||||||
| 23366 |
An MCP server for Task Trellis that provides tools for AI coding agents to mana…
|
C 60 4⁄3 | ||||||||
| 23367 |
An MCP server for managing local Calibre libraries using the calibredb CLI. It …
|
C 60 3⁄3 | ||||||||
| 23368 |
A multi-agent research system using a shared blackboard (belief store) for agen…
|
C 60 3⁄3 | ||||||||
| 23369 |
MCP-Server
Claim
A Flask-based MCP server with web GUI that provides utility tools for mathemati…
|
C 60 4⁄3 | ||||||||
| 23370 |
MCPDebugger
Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
|
C 59 3⁄3 | ||||||||
| 23371 |
|
C 59 4⁄3 | ||||||||
| 23372 |
An interactive Python code execution tool that allows users and LLMs to safely …
|
C 59 4⁄4 | ||||||||
| 23373 |
Enables AI clients to manage todo tasks through Tools for adding, listing, comp…
|
C 59 3⁄3 | ||||||||
| 23374 |
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
|
C 59 3⁄3 | ||||||||
| 23375 |
pms-docker
Claim
|
C 59 3⁄3 | ||||||||
| 23376 |
A high-performance Model Context Protocol (MCP) server designed for large langu…
|
C 59 4⁄4 | ||||||||
| 23377 |
tavily-mcp-python
Claim
Tavily MCP Server implementation that uses fastmcp and supports both sse and st…
|
C 59 4⁄4 | ||||||||
| 23378 |
Provides cross-platform terminal access through MCP, enabling AI assistants to …
|
C 59 4⁄4 | ||||||||
| 23379 |
Enables AI assistants to search flights and hotels, access AI-powered price for…
|
C 59 4⁄4 | ||||||||
| 23380 |
MCP server for GitLab and GitHub
|
C 59 4⁄3 | ||||||||
| 23381 |
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
|
C 59 4⁄3 | ||||||||
| 23382 |
UniFi MCP Server
Claim
Provides AI assistants with access to UniFi Network and Protect infrastructure …
|
C 59 4⁄4 | ||||||||
| 23383 |
Chuck Norris MCP Server
Claim
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts…
|
C 59 4⁄4 | ||||||||
| 23384 |
Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph col…
|
C 59 4⁄4 | ||||||||
| 23385 |
MCP server for Sberbank API — accounts, statements. Bearer token auth.
|
C 59 3⁄3 | ||||||||
| 23386 |
MCP server for analyzing Clay tables — schema, rows, errors, and enrichment deb…
|
C 59 3⁄3 | ||||||||
| 23387 |
This is an auto-generated Model Context Protocol server that enables interactio…
|
C 59 4⁄3 | ||||||||
| 23388 |
Mindmup2GoogleDriveMCP
Claim
A Model Context Protocol (MCP) server that provides seamless integration betwee…
|
C 59 4⁄3 | ||||||||
| 23389 |
Notion MCP Server
Claim
An integration server that enables LLMs to interact with Notion workspaces thro…
|
C 59 4⁄4 | ||||||||
| 23390 |
MCP server exposing Untappd API tools for AI agents
|
C 59 3⁄3 | ||||||||
| 23391 |
Enterprise-grade MCP framework for building production-ready AI tools with data…
|
C 59 4⁄3 | ||||||||
| 23392 |
Amazon Ads API MCP server for Amazon Advertising API
|
C 59 4⁄3 | ||||||||
| 23393 |
|
C 59 3⁄3 | ||||||||
| 23394 |
Enables retrieval of random inspirational quotes from various categories includ…
|
C 59 4⁄4 | ||||||||
| 23395 |
Enables comprehensive management of Proxmox virtualization infrastructure throu…
|
C 59 4⁄4 | ||||||||
| 23396 |
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
|
C 59 4⁄4 | ||||||||
| 23397 |
Enables programmatic control of Ableton Live using natural language to manage s…
|
C 59 4⁄3 | ||||||||
| 23398 |
An MCP server that implements a conversational AI 'waifu' character using a tex…
|
C 59 4⁄4 | ||||||||
| 23399 |
Enables AI models to generate production-ready, 60fps-optimized GSAP animation …
|
C 59 4⁄4 | ||||||||
| 23400 |
A professional implementation of a Model Context Protocol server that enables i…
|
C 59 4⁄3 | ||||||||