MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 401 |
A MCP(Model Context Protocol) server that accesses to Lightdash
|
B 83 5⁄5 | ||||||||
| 402 |
AI access to Mapbox docs, API references, style specs, and guides. No token req…
|
B 83 6⁄6 | ||||||||
| 403 |
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
|
B 83 4⁄4 | ||||||||
| 404 |
Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.
|
B 83 6⁄6 | ||||||||
| 405 |
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
|
B 83 5⁄4 | ||||||||
| 406 |
Enables secure command-line interactions on Windows systems through PowerShell,…
|
B 83 5⁄5 | ||||||||
| 407 |
An adversarial code verification system that uses a Verifier-Critic debate loop…
|
B 83 5⁄5 | ||||||||
| 408 |
Read-first blockchain verification. ECDSA-signed booleans across 32 chains. 26 …
|
B 83 5⁄5 | ||||||||
| 409 |
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
|
B 83 5⁄5 | ||||||||
| 410 |
Browse Reddit posts, search content, and analyze user activity without API keys…
|
B 83 5⁄5 | ||||||||
| 411 |
Enables management of Terraform infrastructure as code through 25 comprehensive…
|
B 83 5⁄5 | ||||||||
| 412 |
Microsoft Learn MCP
Claim
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples fo…
|
B 83 6⁄6 | ||||||||
| 413 |
A generic mcp server fuzzer
|
B 83 5⁄4 | ||||||||
| 414 |
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
|
B 83 6⁄6 | ||||||||
| 415 |
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
|
B 83 5⁄5 | ||||||||
| 416 |
MCP server bridging OpenGrok search engine with AI for instant context across m…
|
B 83 5⁄4 | ||||||||
| 417 |
Enables integration with CMP (Connectivity Management Platform) API to query an…
|
B 83 6⁄6 | ||||||||
| 418 |
Provides secure mathematical computation capabilities including expression eval…
|
B 83 5⁄5 | ||||||||
| 419 |
Agent-native TypeScript framework for building MCP servers with declarative def…
|
B 83 5⁄4 | ||||||||
| 420 |
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
|
B 83 5⁄5 | ||||||||
| 421 |
Roblox Studio MCP
Claim
Enables AI coding tools to control Roblox Studio for workspace exploration, ins…
|
B 83 5⁄5 | ||||||||
| 422 |
Query FEC campaign finance data — search candidates, track donations, analyze s…
|
B 83 5⁄5 | ||||||||
| 423 |
Transforms AI assistants into expert Windows application packaging assistants f…
|
B 83 5⁄4 | ||||||||
| 424 |
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
B 83 5⁄5 | ||||||||
| 425 |
Provides structured access to the full NIST cybersecurity catalog, including SP…
|
B 83 4⁄4 | ||||||||
| 426 |
Chinese law database — cybersecurity, data protection, commercial law with full…
|
B 83 5⁄4 | ||||||||
| 427 |
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
B 83 5⁄4 | ||||||||
| 428 |
Manage incidents from your IDE. An MCP server allowing to pull out incidents an…
|
B 83 6⁄6 | ||||||||
| 429 |
casibase
Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
|
B 83 5⁄5 | ||||||||
| 430 |
A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
|
B 83 5⁄4 | ||||||||
| 431 |
Nepal legislation via MCP -- full-text search across statutes and provisions
|
B 83 6⁄4 | ||||||||
| 432 |
Ground Truth
Claim
Live fact-checks for AI agents: endpoints, security headers, pricing, claims, c…
|
B 83 6⁄6 | ||||||||
| 433 |
Famxplor Family Travel Activities
|
B 83 6⁄6 | ||||||||
| 434 |
Tunisia legislation via MCP -- full-text search across statutes and provisions
|
B 83 6⁄6 | ||||||||
| 435 |
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
|
B 83 5⁄5 | ||||||||
| 436 |
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
|
B 83 5⁄5 | ||||||||
| 437 |
local-brain
Claim
A CLI tool for managing projects
|
B 83 4⁄4 | ||||||||
| 438 |
AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichme…
|
B 83 6⁄6 | ||||||||
| 439 |
Professional Model Context Protocol (MCP) server for VMware ESXi hypervisor man…
|
B 83 5⁄4 | ||||||||
| 440 |
mie
Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
|
B 83 5⁄4 | ||||||||
| 441 |
MCP server to read, inspect and troubleshoot codebase symbols
|
B 83 5⁄4 | ||||||||
| 442 |
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
|
B 83 5⁄5 | ||||||||
| 443 |
whatsapp-mcp
Claim
WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messag…
|
B 83 4⁄4 | ||||||||
| 444 |
MCP server for DoorDash - let AI agents order food delivery autonomously with b…
|
B 83 5⁄5 | ||||||||
| 445 |
Connect AI assistants to your ERPNext instance via the Model Context Protocol (…
|
B 83 5⁄4 | ||||||||
| 446 |
An MCP server that enforces development discipline and workflow best practices,…
|
B 83 5⁄4 | ||||||||
| 447 |
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document m…
|
B 83 5⁄4 | ||||||||
| 448 |
Enables AI assistants to automate macOS through AppleScript and JXA by providin…
|
B 83 5⁄4 | ||||||||
| 449 |
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
|
B 83 5⁄4 | ||||||||
| 450 |
A Model Context Protocol (MCP) server for Prometheus monitoring
|
B 83 5⁄4 | ||||||||