MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23351 |
pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetra…
|
C 60 4⁄3 | ||||||||
| 23352 |
A bridge that enables AI assistants to connect to VS Code's debugger, allowing …
|
C 60 4⁄3 | ||||||||
| 23353 |
A WordPress plugin that implements the Model Context Protocol to enable AI mode…
|
C 60 4⁄4 | ||||||||
| 23354 |
An MCP server that exposes the full YNAB API, allowing LLMs to read and manage …
|
C 60 4⁄4 | ||||||||
| 23355 |
Provides unified access to multiple homelab services including Nginx Proxy Mana…
|
C 60 4⁄4 | ||||||||
| 23356 |
sir-thaddeus
Claim
A privacy-first, local AI copilot and permissioned agent runtime for Windows. P…
|
C 60 4⁄3 | ||||||||
| 23357 |
eKYC Suite
Claim
KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.
|
C 60 3⁄3 | ||||||||
| 23358 |
A Model Context Protocol server that provides browser automation capabilities b…
|
C 60 4⁄4 | ||||||||
| 23359 |
GameDevBench MCP
Claim
Enables LLM agents to capture screenshots and visualize runtime behavior within…
|
C 60 3⁄3 | ||||||||
| 23360 |
Enables AI assistants to debug frontend applications by providing direct access…
|
C 60 4⁄3 | ||||||||
| 23361 |
ClickUp MCP Server - Integrate ClickUp project management with AI through Model…
|
C 60 3⁄3 | ||||||||
| 23362 |
Enables structured team communication for Claude Code agents through Slack-like…
|
C 60 4⁄4 | ||||||||
| 23363 |
MCP Holyrics
Claim
Enables control and automation of Holyrics presentation software through natura…
|
C 60 3⁄3 | ||||||||
| 23364 |
Gives AI coding assistants persistent memory, safety controls, and project awar…
|
C 60 4⁄3 | ||||||||
| 23365 |
mcp-mianshiya-server
Claim
基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务,快速让 AI 搜索企业面试真题和答案
|
C 60 3⁄3 | ||||||||
| 23366 |
A multi-agent research system using a shared blackboard (belief store) for agen…
|
C 60 3⁄3 | ||||||||
| 23367 |
An MCP (Model Context Protocol) server that integrates with the ArgoCD API, ena…
|
C 60 4⁄4 | ||||||||
| 23368 |
A specialized server that enables LLMs to gather specific information through s…
|
C 60 4⁄4 | ||||||||
| 23369 |
Enterprise-grade MCP server with multi-agent system that enables AI-powered bus…
|
C 60 4⁄4 | ||||||||
| 23370 |
Production-ready API server template integrating FastAPI with Model Context Pro…
|
C 60 3⁄3 | ||||||||
| 23371 |
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
|
C 59 4⁄3 | ||||||||
| 23372 |
A Model Context Protocol server that provides read-only access to Slack data in…
|
C 59 4⁄3 | ||||||||
| 23373 |
Provides cross-platform terminal access through MCP, enabling AI assistants to …
|
C 59 4⁄4 | ||||||||
| 23374 |
Enables programmatic control of Ableton Live using natural language to manage s…
|
C 59 4⁄3 | ||||||||
| 23375 |
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and M…
|
C 59 3⁄3 | ||||||||
| 23376 |
Local Lens
Claim
A 100% local development monitoring tool that captures browser console logs, ne…
|
C 59 4⁄3 | ||||||||
| 23377 |
Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph col…
|
C 59 4⁄4 | ||||||||
| 23378 |
chat-mcp
Claim
A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with…
|
C 59 4⁄3 | ||||||||
| 23379 |
MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, …
|
C 59 4⁄3 | ||||||||
| 23380 |
An interactive Python code execution tool that allows users and LLMs to safely …
|
C 59 4⁄4 | ||||||||
| 23381 |
Enables transforming AI-generated marketing copy into human-sounding, GEO-optim…
|
C 59 3⁄3 | ||||||||
| 23382 |
bay-event-map-backend
Claim
|
C 59 3⁄3 | ||||||||
| 23383 |
UniFi MCP Server
Claim
Provides AI assistants with access to UniFi Network and Protect infrastructure …
|
C 59 4⁄4 | ||||||||
| 23384 |
Integrates with KISTI's ScienceON, NTIS, and DataON APIs to search and retrieve…
|
C 59 4⁄3 | ||||||||
| 23385 |
cwm-api-gateway-mcp
Claim
|
C 59 4⁄3 | ||||||||
| 23386 |
An extensible MCP server that integrates Odoo with LLMs to enable querying and …
|
C 59 4⁄4 | ||||||||
| 23387 |
A Model Context Protocol server that enables querying Bitcoin blockchain data, …
|
C 59 4⁄4 | ||||||||
| 23388 |
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
|
C 59 3⁄3 | ||||||||
| 23389 |
MCP server for Africa API — access data on all 54 African countries through Cla…
|
C 59 3⁄3 | ||||||||
| 23390 |
Enables AI agents to interact with Juspay's payment processing APIs and merchan…
|
C 59 4⁄4 | ||||||||
| 23391 |
Analyzes mood from messages, provides curated Spotify playlists and motivationa…
|
C 59 4⁄4 | ||||||||
| 23392 |
MCP server for analyzing Clay tables — schema, rows, errors, and enrichment deb…
|
C 59 3⁄3 | ||||||||
| 23393 |
mcp-trader
Claim
A Model Context Protocol (MCP) server for stock traders
|
C 59 3⁄3 | ||||||||
| 23394 |
|
C 59 3⁄3 | ||||||||
| 23395 |
A command-line tool for managing MCP servers in Claude App, which can also act …
|
C 59 4⁄3 | ||||||||
| 23396 |
Provides AI assistants with natural language access to WRDS financial data for …
|
C 59 4⁄4 | ||||||||
| 23397 |
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
|
C 59 4⁄3 | ||||||||
| 23398 |
|
C 59 4⁄3 | ||||||||
| 23399 |
Integrates the AXLE (Axiom Lean Engine) CLI with AI assistants to provide compr…
|
C 59 4⁄3 | ||||||||
| 23400 |
Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool…
|
C 59 4⁄3 | ||||||||