MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 701 |
An MCP server providing geospatial analysis tools for raster and vector data, i…
|
B 83 5⁄5 | ||||||||
| 702 |
Read-first blockchain verification. ECDSA-signed booleans across 32 chains. 26 …
|
B 83 5⁄5 | ||||||||
| 703 |
container-use
Claim
Containerized environments for coding agents. Multiple agents can work independ…
|
B 83 5⁄4 | ||||||||
| 704 |
Enables monitoring of domain registration information via WHOIS lookup and SSL …
|
B 83 6⁄6 | ||||||||
| 705 |
Tunisia legislation via MCP -- full-text search across statutes and provisions
|
B 83 6⁄6 | ||||||||
| 706 |
Enables secure coordination between multiple LLM agents through authenticated m…
|
B 83 5⁄4 | ||||||||
| 707 |
AionMCP
Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
|
B 83 5⁄4 | ||||||||
| 708 |
TypeScript starter template for building Model Context Protocol (MCP) servers, …
|
B 83 5⁄4 | ||||||||
| 709 |
MCP server to read, inspect and troubleshoot codebase symbols
|
B 83 5⁄4 | ||||||||
| 710 |
Enables AI assistants to semantically search and understand code repositories u…
|
B 83 5⁄5 | ||||||||
| 711 |
Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches…
|
B 83 4⁄4 | ||||||||
| 712 |
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
|
B 83 5⁄5 | ||||||||
| 713 |
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
|
B 83 5⁄5 | ||||||||
| 714 |
Minimal MCP server that returns a random programming joke.
|
B 83 5⁄5 | ||||||||
| 715 |
Kokkai Minutes MCP Agent
Claim
Provides a structured interface to the Japanese National Diet Library's parliam…
|
B 83 6⁄6 | ||||||||
| 716 |
Calculator, units, statistics for AI agents
|
B 83 4⁄4 | ||||||||
| 717 |
DoorDash food delivery - order food, search restaurants.
|
B 83 5⁄5 | ||||||||
| 718 |
Search ethical, origin-verified products and brands by country of origin
|
B 83 5⁄4 | ||||||||
| 719 |
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
B 83 5⁄5 | ||||||||
| 720 |
A generic mcp server fuzzer
|
B 83 5⁄4 | ||||||||
| 721 |
Provides AI assistants with read-only access to inspect database schemas, previ…
|
B 83 5⁄5 | ||||||||
| 722 |
An adversarial code verification system that uses a Verifier-Critic debate loop…
|
B 83 5⁄5 | ||||||||
| 723 |
The only general AI agent that does NOT requires extra API key, giving you full…
|
B 83 5⁄4 | ||||||||
| 724 |
Extracts decision intent from git history and protects intentional code from AI…
|
B 83 4⁄4 | ||||||||
| 725 |
Enables AI assistants to interact with Salesforce through a secure interface fo…
|
B 83 5⁄4 | ||||||||
| 726 |
Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.
|
B 83 6⁄6 | ||||||||
| 727 |
Provides AI assistants with secure, read-only access to ShadowGit repositories …
|
B 83 5⁄4 | ||||||||
| 728 |
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
|
B 83 5⁄5 | ||||||||
| 729 |
Guardian Engine
Claim
Deterministic recipe verification engine — validates AI-generated recipes again…
|
B 83 6⁄6 | ||||||||
| 730 |
MCP server for Apple Notes integration using AppleScript with full CRUD operati…
|
B 83 5⁄5 | ||||||||
| 731 |
MCP server for Gong.io - access calls, transcripts, and users
|
B 83 5⁄4 | ||||||||
| 732 |
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
B 83 5⁄4 | ||||||||
| 733 |
brave-search-mcp
Claim
Web, Image, News, Video, and Local Point of Interest search capabilities using …
|
B 83 5⁄5 | ||||||||
| 734 |
45-tool MCP server for video analysis, deep research, content extraction, web s…
|
B 83 5⁄4 | ||||||||
| 735 |
unulu
Claim
AI agent website builder. Create and publish link-in-bio sites via MCP or REST …
|
B 83 6⁄6 | ||||||||
| 736 |
Knowledge graph for token-efficient code reviews with fixed search and configur…
|
B 83 4⁄4 | ||||||||
| 737 |
Get real-time buy/sell trading signals for US and China markets. Query strategy…
|
B 83 6⁄6 | ||||||||
| 738 |
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
|
B 83 5⁄4 | ||||||||
| 739 |
Control Xcode directly via JXA for build, test, debug operations with XCLogPars…
|
B 83 5⁄4 | ||||||||
| 740 |
MCP server for Fantastical calendar app - create events, view calendar, and man…
|
B 83 5⁄4 | ||||||||
| 741 |
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document m…
|
B 83 5⁄4 | ||||||||
| 742 |
Comprehensive PostgreSQL documentation and best practices, including ecosystem …
|
B 83 6⁄6 | ||||||||
| 743 |
Provides AI agents with powerful JavaScript/TypeScript code analysis and transf…
|
B 83 5⁄5 | ||||||||
| 744 |
Agent-native TypeScript framework for building MCP servers with declarative def…
|
B 83 5⁄4 | ||||||||
| 745 |
ground-truth-mcp
Claim
Validate AI claims against live data: check endpoints, count competitors, and t…
|
B 83 6⁄6 | ||||||||
| 746 |
Access the OpenAlex academic research catalog - 270M+ publications via MCP. STD…
|
B 83 6⁄6 | ||||||||
| 747 |
Enables secure database operations on SQL Server instances through a three-tier…
|
B 83 5⁄5 | ||||||||
| 748 |
Enables secure command-line interactions on Windows systems through PowerShell,…
|
B 83 5⁄5 | ||||||||
| 749 |
|
B 82 5⁄4 | ||||||||
| 750 |
Manages backlog items and todos with status tracking, priorities, and dependenc…
|
B 82 5⁄5 | ||||||||