MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20051 |
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, w…
|
B 77 3⁄3 | ||||||||
| 20052 |
MCP server that enables Claude to interact with Google Workspace services inclu…
|
B 77 4⁄3 | ||||||||
| 20053 |
Exposes Covalent's GoldRush APIs to provide LLMs with comprehensive blockchain …
|
B 77 4⁄4 | ||||||||
| 20054 |
AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact respons…
|
B 77 4⁄3 | ||||||||
| 20055 |
Access your SimBrief flight plans. 14 tools covering flight summary, weather (M…
|
B 77 3⁄3 | ||||||||
| 20056 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
B 77 4⁄3 | ||||||||
| 20057 |
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
|
B 77 3⁄3 | ||||||||
| 20058 |
Propstack CRM MCP: search contacts, manage properties, track deals, schedule vi…
|
B 77 4⁄3 | ||||||||
| 20059 |
This server integrates with The Movie Database (TMDB) API to provide movie info…
|
B 77 4⁄3 | ||||||||
| 20060 |
ast-editor
Claim
A robust, language-agnostic Model Context Protocol (MCP) server that provides A…
|
B 77 3⁄3 | ||||||||
| 20061 |
Context engineering MCP server — generates CLAUDE.md files via structured codeb…
|
B 77 3⁄3 | ||||||||
| 20062 |
Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions…
|
B 77 3⁄3 | ||||||||
| 20063 |
MCP server for [Pipedrive CRM](https://www.pipedrive.com). 155 tools covering d…
|
B 77 4⁄4 | ||||||||
| 20064 |
sofos-code
Claim
AI coding agent for your terminal, implemented in pure Rust
|
B 77 4⁄3 | ||||||||
| 20065 |
pituitary
Claim
Catch spec drift before it catches you. Detect overlap, stale docs, and code dr…
|
B 77 3⁄3 | ||||||||
| 20066 |
Website health checker MCP server - SEO audit, accessibility scan, broken link …
|
B 77 3⁄3 | ||||||||
| 20067 |
MCP server for the Registry Broker. Discover, register, and chat with AI agents…
|
B 77 4⁄3 | ||||||||
| 20068 |
Financial data for AI agents: SEC filings, price history, insider trades, and m…
|
B 77 3⁄3 | ||||||||
| 20069 |
aibvf-mcp
Claim
AI BVF: score AI portfolios Stop/Fix/Accelerate with decision confidence and pa…
|
B 77 3⁄3 | ||||||||
| 20070 |
Catch MCP server issues before your agents do.
|
B 77 4⁄3 | ||||||||
| 20071 |
Umbrella package for SciTeX — reproducible science from raw data to manuscript
|
B 77 3⁄3 | ||||||||
| 20072 |
Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protoco…
|
B 77 3⁄3 | ||||||||
| 20073 |
mcp-server
Claim
Agent-first synthetic test data MCP server. Estimate usage, detect schemas from…
|
B 77 3⁄3 | ||||||||
| 20074 |
Enables interaction with GitHub repositories through the GitHub API, allowing f…
|
B 77 4⁄4 | ||||||||
| 20075 |
A proof-of-concept server that enables LLM agents to interact with RSpace API e…
|
B 77 4⁄3 | ||||||||
| 20076 |
Search, request, and manage e-signature contracts effortlessly with [BoldSign](…
|
B 77 4⁄4 | ||||||||
| 20077 |
Converts PDF files to Markdown with optional image extraction using docling, de…
|
B 77 3⁄3 | ||||||||
| 20078 |
MCP server for reading and writing HWP/HWPX (Korean Hangul) documents — built o…
|
B 77 3⁄3 | ||||||||
| 20079 |
MCP server for academic papers, citations, authors, ECOS dossiers, and Federal …
|
B 77 3⁄3 | ||||||||
| 20080 |
midnight-mcp
Claim
MCP server that gives AI assistants access to Midnight blockchain—search contra…
|
B 77 4⁄3 | ||||||||
| 20081 |
|
B 77 3⁄3 | ||||||||
| 20082 |
Germany NIS2 BSI registration MCP. Generates BSI-portal-ready (Mein Unternehmen…
|
B 77 3⁄3 | ||||||||
| 20083 |
Manage test cases in TestCollab directly from your AI coding assistant. List, c…
|
B 77 4⁄4 | ||||||||
| 20084 |
hoot
Claim
MCP Testing Tool — Like Postman, but for the Model Context Protocol.
|
B 77 4⁄3 | ||||||||
| 20085 |
An MCP server for SonarQube that enables LLM agents to discover projects, analy…
|
B 77 3⁄3 | ||||||||
| 20086 |
MCP server that bridges Ableton Live with AI models, enabling real-time project…
|
B 77 3⁄3 | ||||||||
| 20087 | B 77 3⁄3 | |||||||||
| 20088 |
An unofficial Model Context Protocol server that enables AI assistants to manag…
|
B 77 4⁄4 | ||||||||
| 20089 |
Local OCR and image analysis via Apple Vision Framework. Wraps macOS's native V…
|
B 77 3⁄3 | ||||||||
| 20090 |
MCP server for AI coding agents. Instead of reading files one by one, your agen…
|
B 77 3⁄3 | ||||||||
| 20091 |
Enables AI assistants to interact with Obsidian vaults, providing tools for rea…
|
B 77 4⁄3 | ||||||||
| 20092 |
Integrates Firecrawl web scraping capabilities to extract, crawl, search, and a…
|
B 77 4⁄4 | ||||||||
| 20093 |
MCP server to control Gemini web interface via CDP for AI image generation, cha…
|
B 77 3⁄3 | ||||||||
| 20094 |
Enables delegation of agentic sessions to Kubernetes-hosted Claude agents runni…
|
B 77 4⁄4 | ||||||||
| 20095 |
|
B 77 4⁄3 | ||||||||
| 20096 |
Provides comprehensive administrator-level control for Minecraft Java Edition s…
|
B 77 3⁄3 | ||||||||
| 20097 |
Enables interaction with LaunchDarkly's feature flag platform through AI client…
|
B 77 4⁄4 | ||||||||
| 20098 |
Spatial DOM maps for AI agent browser navigation with anti-bot stealth.
|
B 77 3⁄3 | ||||||||
| 20099 |
Access French geographic data from IGN (Institut national de l'information géog…
|
B 77 4⁄4 | ||||||||
| 20100 |
TCG collectibles + AI agent intelligence. 35+ tools: Vision AI card grading (PS…
|
B 77 3⁄3 | ||||||||
