MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22051 |
MCP Server for okx.com
|
C 67 4⁄3 | ||||||||
| 22052 |
MCP server for integrating with Anki flashcards through conversational AI
|
C 67 4⁄3 | ||||||||
| 22053 |
just-mcp
Claim
Justfile integration that enables LLMs to execute any CLI or script commands wi…
|
C 67 4⁄3 | ||||||||
| 22054 |
MCP server for picoli.site - URL shortening and click analytics for AI agents
|
C 67 4⁄3 | ||||||||
| 22055 |
claudit-sec
Claim
Security audit tool for Claude Desktop and Claude Code on macOS — single-comman…
|
C 67 3⁄3 | ||||||||
| 22056 |
wafer-map-mcp
Claim
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
|
C 67 3⁄3 | ||||||||
| 22057 |
gradle-mcp-server
Claim
Gradle integration using the Gradle Tooling API to inspect projects, execute ta…
|
C 67 3⁄3 | ||||||||
| 22058 |
Lets you control Meta apps (Facebook, Instagram, Threads) using your Chrome log…
|
C 67 3⁄3 | ||||||||
| 22059 |
MCPSafari
Claim
MCPSafari: Native Safari MCP Server for AI Agents
|
C 67 3⁄3 | ||||||||
| 22060 |
MCP server for creating pixel art with Aseprite through AI assistants. Supports…
|
C 67 4⁄3 | ||||||||
| 22061 |
calhacks
Claim
|
C 67 3⁄3 | ||||||||
| 22062 |
Provides AI assistants with access to the RecurPost API to manage social media …
|
C 67 3⁄3 | ||||||||
| 22063 |
Manage environment variables and application settings securely through a hosted…
|
C 67 3⁄3 | ||||||||
| 22064 |
mcp-annotated-java-sdk
Claim
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
|
C 67 3⁄3 | ||||||||
| 22065 |
mcp-rb
Claim
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
|
C 67 3⁄3 | ||||||||
| 22066 |
Enables secure management of VMware vCenter 8.0+ environments through controlle…
|
C 67 4⁄4 | ||||||||
| 22067 |
Enables AI assistants to interact with Rockfish's machine learning platform thr…
|
C 67 4⁄4 | ||||||||
| 22068 |
Look up permits, licenses, and fees for food service businesses in Austin, SF, …
|
C 67 3⁄3 | ||||||||
| 22069 |
Enables advanced web crawling and content extraction with JavaScript support, A…
|
C 67 4⁄4 | ||||||||
| 22070 |
Exposes 1,334 skills as global MCP tools across Claude Desktop, VSCode, and Cur…
|
C 67 3⁄3 | ||||||||
| 22071 |
AI-native orchestration layer with 80+ tools for task management, code editing,…
|
C 67 4⁄4 | ||||||||
| 22072 |
Connects AI assistants to the Kitsu open-source production management platform …
|
C 67 4⁄4 | ||||||||
| 22073 |
MCP server for Zabbix API - exposes all Zabbix API functionality via MCP
|
C 67 3⁄3 | ||||||||
| 22074 |
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI a…
|
C 67 3⁄3 | ||||||||
| 22075 |
Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across B…
|
C 67 3⁄3 | ||||||||
| 22076 |
Agentic RAG MCP Server
Claim
A local Retrieval-Augmented Generation system that enables AI agents to query a…
|
C 67 3⁄3 | ||||||||
| 22077 |
A minimal server that exposes Playwright browser automation capabilities throug…
|
C 67 4⁄3 | ||||||||
| 22078 |
projeto-leads-management
Claim
|
C 67 3⁄3 | ||||||||
| 22079 |
cc-equity-research
Claim
Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's…
|
C 67 3⁄3 | ||||||||
| 22080 |
|
C 67 3⁄3 | ||||||||
| 22081 |
Memory with provenance tracking — records where agent knowledge originated and …
|
C 67 4⁄3 | ||||||||
| 22082 |
vestige
Claim
Local-first cognitive memory for AI agents. FSRS-6 scheduling, smart ingest, SQ…
|
C 67 4⁄3 | ||||||||
| 22083 |
tempo-mcp-rs
Claim
|
C 67 4⁄3 | ||||||||
| 22084 |
Enables complete management of X (Twitter) accounts through a single API key, s…
|
C 67 4⁄4 | ||||||||
| 22085 |
An MCP server that enables AI assistants to interact with FreeCAD for 3D modeli…
|
C 67 4⁄3 | ||||||||
| 22086 |
browser-use-rs
Claim
|
C 67 4⁄3 | ||||||||
| 22087 |
Secure grip for your agent's secrets - security-hardened MCP gateway with proxy…
|
C 67 4⁄3 | ||||||||
| 22088 |
mockd
Claim
Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, Web…
|
C 67 4⁄3 | ||||||||
| 22089 |
MCP server for Google Flights: search, price tracking, cabin comparison, emissi…
|
C 67 3⁄3 | ||||||||
| 22090 |
WinWright
Claim
civyk-winwright is a Playwright-style MCP server for Windows desktop and browse…
|
C 67 3⁄3 | ||||||||
| 22091 |
Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ di…
|
C 67 4⁄4 | ||||||||
| 22092 |
MCP server for advanced web search using Tavily API.
|
C 67 4⁄3 | ||||||||
| 22093 |
paiml-mcp-agent-toolkit
Claim
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
|
C 67 4⁄3 | ||||||||
| 22094 |
A fully local, open-source MCP server that replaces Azure AI Foundry, enabling …
|
C 67 3⁄3 | ||||||||
| 22095 |
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
|
C 67 3⁄3 | ||||||||
| 22096 |
A server that implements the Model Context Protocol for Schwab API, allowing ac…
|
C 67 4⁄4 | ||||||||
| 22097 |
A Message Control Protocol (MCP) server for manipulating Guitar Pro files. It p…
|
C 66 3⁄3 | ||||||||
| 22098 |
python-ai-kit
Claim
Python boilerplate for creating AI agents, MCP servers, API microservices and m…
|
C 66 4⁄3 | ||||||||
| 22099 |
Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic tex…
|
C 66 4⁄3 | ||||||||
| 22100 |
Independent MCP client by swsistrip for Swiss Federal Railways (SBB/CFF/FFS) — …
|
C 66 3⁄3 | ||||||||