MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20951 |
Enables AI assistants to manage email campaigns, leads, email accounts, and ana…
|
B 72 4⁄4 | ||||||||
| 20952 |
Enables automated control of TradingView Desktop via Chrome DevTools Protocol w…
|
B 72 3⁄3 | ||||||||
| 20953 |
Microsoft Dataverse skills for AI coding agents. Wraps the Dataverse MCP server…
|
B 72 3⁄3 | ||||||||
| 20954 |
A comprehensive MCP server providing 41 tools for complete Roblox Studio contro…
|
B 72 3⁄3 | ||||||||
| 20955 |
|
B 72 3⁄3 | ||||||||
| 20956 |
Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy…
|
B 72 3⁄3 | ||||||||
| 20957 |
Integrates with Atlassian Cloud products (Confluence and Jira) to enable AI ass…
|
B 72 4⁄4 | ||||||||
| 20958 |
|
B 72 4⁄3 | ||||||||
| 20959 |
Automated AI code reviews powered — webhook-driven, real-time dashboard, MCP in…
|
B 72 4⁄3 | ||||||||
| 20960 |
Enables AI assistants to interact with Redmine project management systems throu…
|
B 72 4⁄3 | ||||||||
| 20961 |
Save up to 80% tokens when AI reads code via AST-aware structural reading
|
B 72 3⁄3 | ||||||||
| 20962 |
An MCP server that exposes the python-bitcoinlib API. It provides tools for Bit…
|
B 72 3⁄3 | ||||||||
| 20963 |
Provides tools to connect, query, and manage Microsoft SQL Server databases thr…
|
B 72 3⁄3 | ||||||||
| 20964 |
nodebench
Claim
260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scra…
|
B 72 4⁄3 | ||||||||
| 20965 |
Zero-dependency Python SDK for WeChat Bot (iLink protocol) — text, image, video…
|
B 72 3⁄3 | ||||||||
| 20966 |
Solar estimates, provider comparison, energy prices and blog for Italy
|
B 72 3⁄3 | ||||||||
| 20967 |
Preview release of FusionAuth API MCP server
|
B 72 4⁄3 | ||||||||
| 20968 |
Whispera
Claim
AI-powered voice transcription app for macOS using WhisperKit
|
B 72 3⁄3 | ||||||||
| 20969 |
mcp-mcpmarket
Claim
Enables discovery and automatic installation of MCP servers via mcpmarket.com i…
|
B 72 3⁄3 | ||||||||
| 20970 |
Codevira MCP provides persistent memory and project context for AI coding agent…
|
B 72 4⁄3 | ||||||||
| 20971 |
goku
Claim
Goku is an HTTP load testing application written in Rust
|
B 72 4⁄3 | ||||||||
| 20972 |
Enables Claude Desktop to access Google Maps services including geocoding, plac…
|
B 72 4⁄4 | ||||||||
| 20973 |
llmwiki
Claim
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect yo…
|
B 72 3⁄3 | ||||||||
| 20974 |
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
|
B 72 3⁄3 | ||||||||
| 20975 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude Desktop to interact directly with Figma, allo…
|
B 72 4⁄3 | ||||||||
| 20976 |
Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama…
|
B 72 3⁄3 | ||||||||
| 20977 |
MCP server for the Pepesto API — give your agent the ability to turn any recipe…
|
B 72 3⁄3 | ||||||||
| 20978 |
MCP server for the GitLab REST API providing tools to manage projects, merge re…
|
B 72 4⁄3 | ||||||||
| 20979 |
MCP Server Trello
Claim
Enables seamless integration with Trello boards, allowing users to manage cards…
|
B 72 4⁄4 | ||||||||
| 20980 |
A Model Context Protocol server that enables web scraping, crawling, and conten…
|
B 72 4⁄3 | ||||||||
| 20981 |
Automates Android Virtual Device operations by enabling users to start emulator…
|
B 72 4⁄3 | ||||||||
| 20982 |
Recession probability, capital rotation scoring, and economic data API
|
B 72 3⁄3 | ||||||||
| 20983 |
Connect Claude to Linear project management systems. Retrieve, create, and mana…
|
B 72 4⁄3 | ||||||||
| 20984 |
Enables AI assistants to interact with Anytype data through the local API, allo…
|
B 72 4⁄3 | ||||||||
| 20985 |
MCP server for 4K video generation using Google VEO 3.1 — text-to-video, image-…
|
B 72 3⁄3 | ||||||||
| 20986 |
A Qdrant MCP server
|
B 72 4⁄3 | ||||||||
| 20987 |
Transforms Claude Code into an autonomous operator that decomposes goals, spawn…
|
B 72 3⁄3 | ||||||||
| 20988 |
just-mcp
Claim
Share the same project justfile tasks with your AI Coding Agent.
|
B 72 4⁄3 | ||||||||
| 20989 |
opengov-mcp-server
|
B 72 4⁄4 | ||||||||
| 20990 |
An MCP server that exposes a legacy vulnerability database as tools for LLM cli…
|
B 72 3⁄3 | ||||||||
| 20991 |
A server that enables management of ApiPost API documentation and team collabor…
|
B 72 4⁄4 | ||||||||
| 20992 |
studiomeyer-crm
Claim
AI-native CRM with 33 tools. Pipeline, leads, health scores, revenue analytics,…
|
B 72 3⁄3 | ||||||||
| 20993 |
SQL Server MCP server with AST-based query validation, read-only safety, schema…
|
B 72 3⁄3 | ||||||||
| 20994 |
A comprehensive MCP server providing unified access to the Hedera DeFi ecosyste…
|
B 72 4⁄4 | ||||||||
| 20995 |
Unity-AI-Animation
Claim
AI-powered tools for Unity animation workflow. Create and modify AnimationClips…
|
B 72 3⁄3 | ||||||||
| 20996 |
obsidian-emergent-mcp
Claim
Provides Claude Code with deep access to an Obsidian vault through 28 tools for…
|
B 72 4⁄3 | ||||||||
| 20997 |
A local MCP server that provides AI coding assistants with semantic search capa…
|
B 72 3⁄3 | ||||||||
| 20998 |
An MCP server providing comprehensive access to Ethereum blockchain data across…
|
B 72 4⁄4 | ||||||||
| 20999 |
Enables AI agents to launch, monitor, and manage long-running terminal processe…
|
B 72 3⁄3 | ||||||||
| 21000 |
|
B 72 4⁄3 | ||||||||