MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20851 |
MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays…
|
B 73 3⁄3 | ||||||||
| 20852 |
SQL Server monitoring and diagnostics for AI agents using Extended Events. No O…
|
B 73 3⁄3 | ||||||||
| 20853 |
Runtime guardrails and incident read access for coding agents. Query AgentGuard…
|
B 73 3⁄3 | ||||||||
| 20854 |
gencodedoc
Claim
Versioning de code et génération de documentation intelligents. Supporte CLI, A…
|
B 73 4⁄3 | ||||||||
| 20855 |
Lastest
Claim
MCP serverr for Lastest to manage your tests, AI create them, run them, and spe…
|
B 73 3⁄3 | ||||||||
| 20856 |
glowfic-rag
Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
|
B 73 3⁄3 | ||||||||
| 20857 |
Create agentic AI workflows in ROBLOX Studio
|
B 73 4⁄3 | ||||||||
| 20858 |
Modern, secure MCP server for accessing ZIM format knowledge bases offline. Ena…
|
B 73 4⁄3 | ||||||||
| 20859 |
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP …
|
B 73 4⁄3 | ||||||||
| 20860 |
A self-maintaining knowledge base for AI agents that manages facts, resources, …
|
B 73 4⁄3 | ||||||||
| 20861 |
Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and…
|
B 73 3⁄3 | ||||||||
| 20862 |
Enables AI assistants to perform comprehensive web research through tiered sear…
|
B 73 3⁄3 | ||||||||
| 20863 |
Enables LLMs to compute cryptographic hashes and perform key derivation functio…
|
B 73 3⁄3 | ||||||||
| 20864 |
Enables AI agents like Claude and Cursor to directly query Google's NotebookLM …
|
B 73 4⁄3 | ||||||||
| 20865 |
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
|
B 73 3⁄3 | ||||||||
| 20866 |
|
B 73 3⁄3 | ||||||||
| 20867 |
MCP server exposing Z3 solver API
|
B 73 3⁄3 | ||||||||
| 20868 |
This server implementation allows AI assistants to interact with Asana's API, e…
|
B 73 4⁄4 | ||||||||
| 20869 |
Summarizes GitHub discussions, issues, and pull requests by storing data locall…
|
B 73 4⁄3 | ||||||||
| 20870 |
Debugging MCP Server
Claim
Enables LLMs to automatically diagnose coding errors through codebase search, t…
|
B 73 3⁄3 | ||||||||
| 20871 |
Scan codebases for AI usage, classify risk, generate EU AI Act compliance repor…
|
B 73 3⁄3 | ||||||||
| 20872 |
Simple MCP server that exposes a tool to fetch student result/CGPA data from MA…
|
B 72 3⁄3 | ||||||||
| 20873 |
furlow-mcp
Claim
Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, s…
|
B 72 3⁄3 | ||||||||
| 20874 |
Enables users to manage Hetzner Cloud resources including servers, load balance…
|
B 72 4⁄4 | ||||||||
| 20875 |
Enables LLMs to interact with Fathom.video API for managing meeting recordings,…
|
B 72 4⁄4 | ||||||||
| 20876 |
Enables AI agents to search, analyze, and extract insights from YouTube videos …
|
B 72 3⁄3 | ||||||||
| 20877 |
Fork of Browser MCP with improved reliability, logging, and exit code handling;…
|
B 72 3⁄3 | ||||||||
| 20878 |
A server that enables management of ApiPost API documentation and team collabor…
|
B 72 4⁄4 | ||||||||
| 20879 |
An MCP server that exposes the python-bitcoinlib API. It provides tools for Bit…
|
B 72 3⁄3 | ||||||||
| 20880 |
Provides a standardized interface for interacting with Quickbase's JSON RESTful…
|
B 72 4⁄4 | ||||||||
| 20881 |
dotnet-template-mcp
Claim
Search, inspect, preview, and create .NET projects from dotnet new templates vi…
|
B 72 3⁄3 | ||||||||
| 20882 |
Exactly-once execution guard for AI agents. Prevents duplicate payments and web…
|
B 72 3⁄3 | ||||||||
| 20883 |
Leverage advanced analytical thinking capabilities to break down complex proble…
|
B 72 3⁄3 | ||||||||
| 20884 |
Interact with Metabase seamlessly. Access dashboards, execute queries, and retr…
|
B 72 4⁄4 | ||||||||
| 20885 |
A local MCP server that provides AI coding assistants with semantic search capa…
|
B 72 3⁄3 | ||||||||
| 20886 |
Whispera
Claim
AI-powered voice transcription app for macOS using WhisperKit
|
B 72 3⁄3 | ||||||||
| 20887 |
Enables AI assistants to play interactive fiction games (Glulx and Z-machine) t…
|
B 72 3⁄3 | ||||||||
| 20888 |
Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch…
|
B 72 3⁄3 | ||||||||
| 20889 |
Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text…
|
B 72 3⁄3 | ||||||||
| 20890 |
Open source contribution manager with PR tracking across repos, issue discovery…
|
B 72 3⁄3 | ||||||||
| 20891 |
agent-recall
Claim
Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 …
|
B 72 3⁄3 | ||||||||
| 20892 |
Connects AI assistants to the Sharesight portfolio tracking platform via the v3…
|
B 72 4⁄4 | ||||||||
| 20893 |
studiomeyer-crm
Claim
AI-native CRM with 33 tools. Pipeline, leads, health scores, revenue analytics,…
|
B 72 3⁄3 | ||||||||
| 20894 |
An MCP server for automating Google Workspace applications including Sheets, Ap…
|
B 72 3⁄3 | ||||||||
| 20895 |
Index source code into a local knowledge base, search with keyword + semantic +…
|
B 72 3⁄3 | ||||||||
| 20896 |
|
B 72 3⁄3 | ||||||||
| 20897 |
A command-line utility for interacting with MCP servers.
|
B 72 4⁄3 | ||||||||
| 20898 |
An MCP server that connects AI assistants to FL Studio for music production via…
|
B 72 3⁄3 | ||||||||
| 20899 |
Orchestrates 3D scene creation, camera paths, and physics-driven animations, br…
|
B 72 4⁄4 | ||||||||
| 20900 |
Enables querying SAP SuccessFactors OData API metadata and managing Role-Based …
|
B 72 4⁄4 | ||||||||