MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20951 |
MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swag…
|
B 72 3⁄3 | ||||||||
| 20952 |
Interact with Metabase seamlessly. Access dashboards, execute queries, and retr…
|
B 72 4⁄4 | ||||||||
| 20953 |
Boyce
Claim
Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.
|
B 72 3⁄3 | ||||||||
| 20954 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude Desktop to interact directly with Figma, allo…
|
B 72 4⁄3 | ||||||||
| 20955 |
Open source contribution manager with PR tracking across repos, issue discovery…
|
B 72 3⁄3 | ||||||||
| 20956 |
|
B 72 3⁄3 | ||||||||
| 20957 |
nodebench
Claim
260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scra…
|
B 72 4⁄3 | ||||||||
| 20958 |
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
|
B 72 3⁄3 | ||||||||
| 20959 |
MCP server that teaches any AI agent the AIDE methodology via progressive discl…
|
B 72 3⁄3 | ||||||||
| 20960 |
Enables AI assistants to query domain expiration data from domain-monitor.io, w…
|
B 72 3⁄3 | ||||||||
| 20961 |
A comprehensive server enabling natural language interaction with Storyblok CMS…
|
B 72 4⁄4 | ||||||||
| 20962 |
Shared Memory That Never Forgets — persistent memory for AI agents with Space-b…
|
B 72 3⁄3 | ||||||||
| 20963 |
Workflowy
Claim
Search, read, create, and organize Workflowy nodes with breadcrumb context.
|
B 72 4⁄3 | ||||||||
| 20964 |
Automates Android Virtual Device operations by enabling users to start emulator…
|
B 72 4⁄3 | ||||||||
| 20965 |
Detect fabrication and hallucination in any LLM output. 30+ models supported.
|
B 72 3⁄3 | ||||||||
| 20966 |
Enables interaction with Azure Table Storage directly through Cline. This tool …
|
B 72 4⁄4 | ||||||||
| 20967 |
calculator-server
Claim
A comprehensive Go-based MCP server for mathematical computations, implementing…
|
B 72 4⁄3 | ||||||||
| 20968 |
|
B 72 4⁄3 | ||||||||
| 20969 |
Enables AI assistants to play interactive fiction games (Glulx and Z-machine) t…
|
B 72 3⁄3 | ||||||||
| 20970 |
A server that enables management of ApiPost API documentation and team collabor…
|
B 72 4⁄4 | ||||||||
| 20971 |
scraps
Claim
Scraps is a portable CLI knowledge hub for managing interconnected Markdown doc…
|
B 72 4⁄3 | ||||||||
| 20972 |
dotnet-template-mcp
Claim
Search, inspect, preview, and create .NET projects from dotnet new templates vi…
|
B 72 3⁄3 | ||||||||
| 20973 |
An MCP server for automating Google Workspace applications including Sheets, Ap…
|
B 72 3⁄3 | ||||||||
| 20974 |
Enables AI assistants to interact with Anytype data through the local API, allo…
|
B 72 4⁄3 | ||||||||
| 20975 |
An MCP server that gives Claude AI direct access to your Obsidian vault, enabli…
|
B 72 4⁄3 | ||||||||
| 20976 |
Full CRUD MCP server for OmniFocus via Omni Automation — tasks, projects, folde…
|
B 72 3⁄3 | ||||||||
| 20977 |
Enables AI assistants to request user feedback and confirmation to prevent spec…
|
B 72 3⁄3 | ||||||||
| 20978 |
Solar estimates, provider comparison, energy prices and blog for Italy
|
B 72 3⁄3 | ||||||||
| 20979 |
A coordination layer for coding agents that provides memorable identities, inbo…
|
B 72 4⁄4 | ||||||||
| 20980 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude and Cursor to interact directly with Figma to…
|
B 72 4⁄3 | ||||||||
| 20981 |
Enables users to search and monitor European regulatory publications including …
|
B 72 3⁄3 | ||||||||
| 20982 |
Enables AI assistants to interact with Coolify for complete infrastructure mana…
|
B 72 4⁄4 | ||||||||
| 20983 |
MCP Server provides a simpler API to interact with the Model Context Protocol b…
|
B 72 4⁄3 | ||||||||
| 20984 |
opengov-mcp-server
|
B 72 4⁄4 | ||||||||
| 20985 |
Whispera
Claim
AI-powered voice transcription app for macOS using WhisperKit
|
B 72 3⁄3 | ||||||||
| 20986 |
MCP server for IBM Watson Orchestrate (WXO). Manage tools, agents, connections,…
|
B 72 4⁄3 | ||||||||
| 20987 |
An MCP server that exposes a legacy vulnerability database as tools for LLM cli…
|
B 72 3⁄3 | ||||||||
| 20988 |
Provides a standardized interface for interacting with Quickbase's JSON RESTful…
|
B 72 4⁄4 | ||||||||
| 20989 |
Enables AI assistants to manage email campaigns, leads, email accounts, and ana…
|
B 72 4⁄4 | ||||||||
| 20990 |
Wick
Claim
Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enric…
|
B 72 3⁄3 | ||||||||
| 20991 |
Integrates with Atlassian Cloud products (Confluence and Jira) to enable AI ass…
|
B 72 4⁄4 | ||||||||
| 20992 |
Provides advanced analysis of conversations from Limitless Pendant recordings, …
|
B 72 4⁄4 | ||||||||
| 20993 |
An MCP server that connects AI assistants to FL Studio for music production via…
|
B 72 3⁄3 | ||||||||
| 20994 |
MCP server for the Pepesto API — give your agent the ability to turn any recipe…
|
B 72 3⁄3 | ||||||||
| 20995 |
Local system monitoring — CPU, memory, swap, disk, network, and process managem…
|
B 72 3⁄3 | ||||||||
| 20996 |
|
B 72 3⁄3 | ||||||||
| 20997 |
Enables automated control of TradingView Desktop via Chrome DevTools Protocol w…
|
B 72 3⁄3 | ||||||||
| 20998 |
Transforms Claude Code into an autonomous operator that decomposes goals, spawn…
|
B 72 3⁄3 | ||||||||
| 20999 |
A comprehensive MCP server providing unified access to the Hedera DeFi ecosyste…
|
B 72 4⁄4 | ||||||||
| 21000 |
Google Ads - AdLoop
Claim
An MCP server that gives your AI assistant read + write access to Google Ads an…
|
B 72 4⁄3 | ||||||||