MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 9 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 451 |
Famxplor Family Travel Activities
|
B 83 6⁄6 | ||||||||
| 452 |
GitLab documentation search for AI assistants via Model Context Protocol (MCP)
|
B 83 5⁄4 | ||||||||
| 453 |
Read-only access to Quicken For Mac financial data: transactions, spending, and…
|
B 83 5⁄5 | ||||||||
| 454 |
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
|
B 83 5⁄4 | ||||||||
| 455 |
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
|
B 83 5⁄5 | ||||||||
| 456 |
Enables secure command-line interactions on Windows systems through PowerShell,…
|
B 83 5⁄5 | ||||||||
| 457 |
bonnard
Claim
Open-source agentic schema for reliable data outputs. Query data through MCP an…
|
B 83 5⁄4 | ||||||||
| 458 |
An MCP server that lets coding agents build and query a persistent knowledge gr…
|
B 83 5⁄4 | ||||||||
| 459 |
A type-safe solution to remote MCP communication, enabling effortless integrati…
|
B 83 5⁄4 | ||||||||
| 460 |
Enables secure execution of Ditto DQL (Data Query Language) queries over HTTPS …
|
B 83 5⁄5 | ||||||||
| 461 |
Enables Claude to monitor and manage homelab infrastructure including Docker co…
|
B 83 5⁄5 | ||||||||
| 462 |
Connect AI tools directly to Airtable. Query, create, update, and delete record…
|
B 83 5⁄5 | ||||||||
| 463 |
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to…
|
B 83 5⁄4 | ||||||||
| 464 |
Enables monitoring of domain registration information via WHOIS lookup and SSL …
|
B 83 6⁄6 | ||||||||
| 465 |
MCP server that integrates Microsoft Teams messaging (read, post, mention, list…
|
B 83 5⁄5 | ||||||||
| 466 |
An MCP server that provides persistent memory capabilities for Claude, offering…
|
B 83 5⁄5 | ||||||||
| 467 |
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
B 83 5⁄5 | ||||||||
| 468 |
45 judges that evaluate AI-generated code for security, cost, and quality with …
|
B 83 5⁄5 | ||||||||
| 469 |
kelnix-datamind-curator
Claim
AI-Ready Data & Context Engineering API. Connect any data source, query with na…
|
B 83 6⁄6 | ||||||||
| 470 |
Enables AI assistants to search and access Google Cloud Platform documentation …
|
B 83 5⁄5 | ||||||||
| 471 |
Production-ready MCP server that provides LLMs with essential random generation…
|
B 83 5⁄5 | ||||||||
| 472 |
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
|
B 83 6⁄6 | ||||||||
| 473 |
Give Claude Code 51 research, analysis & media production tools with one comman…
|
B 83 5⁄4 | ||||||||
| 474 |
Enables efficient content retrieval from Contentful's Content Delivery API usin…
|
B 83 5⁄5 | ||||||||
| 475 |
Provides AI assistants with instant access to Mapbox documentation and referenc…
|
B 83 6⁄6 | ||||||||
| 476 |
|
B 83 5⁄4 | ||||||||
| 477 |
AionMCP
Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
|
B 83 5⁄4 | ||||||||
| 478 |
Enables management of Terraform infrastructure as code through 25 comprehensive…
|
B 83 5⁄5 | ||||||||
| 479 |
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
|
B 83 5⁄4 | ||||||||
| 480 |
MCP server providing comprehensive Datadog observability access for AI assistan…
|
B 83 5⁄5 | ||||||||
| 481 |
MCP server bridging OpenGrok search engine with AI for instant context across m…
|
B 83 5⁄4 | ||||||||
| 482 |
Provides tools to access AWS documentation, search for content, and get recomme…
|
B 83 5⁄5 | ||||||||
| 483 |
Connects AI assistants to GitLab, allowing users to manage merge requests, view…
|
B 83 5⁄4 | ||||||||
| 484 |
Enables AI assistants to analyze and optimize PostgreSQL database performance b…
|
B 83 5⁄5 | ||||||||
| 485 |
Use Amazon Nova Canvas model for image generation.
|
B 83 5⁄5 | ||||||||
| 486 |
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
B 83 5⁄5 | ||||||||
| 487 |
MCP server that detects project frameworks (25+), starts dev
servers, and creat…
|
B 83 4⁄4 | ||||||||
| 488 |
local-brain
Claim
A CLI tool for managing projects
|
B 83 4⁄4 | ||||||||
| 489 |
Irish legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 490 |
Avalanche AVAX MCP
Claim
Search and retrieve Avalanche blockchain documentation for building on AVAX.
|
B 83 6⁄6 | ||||||||
| 491 |
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
B 83 5⁄4 | ||||||||
| 492 |
Interactive Brokers MCP Server
|
B 83 5⁄5 | ||||||||
| 493 |
Kokkai Minutes MCP Agent
Claim
Provides a structured interface to the Japanese National Diet Library's parliam…
|
B 83 6⁄6 | ||||||||
| 494 |
LLM Driven Trading Platform Orchestration - Strategy Design, Research & Impleme…
|
B 83 5⁄5 | ||||||||
| 495 |
Storybook MCP
Claim
Enables AI agents to interact with Storybook by exposing UI component informati…
|
B 83 5⁄4 | ||||||||
| 496 |
A Fastify plugin that automatically converts API routes into Model Context Prot…
|
B 83 5⁄5 | ||||||||
| 497 |
Fetter MCP
Claim
Real-time Python package and vulnerability data for AI coding agents.
|
B 83 6⁄6 | ||||||||
| 498 |
Search PubMed, fetch articles and full text, generate citations, and explore Me…
|
B 83 6⁄4 | ||||||||
| 499 |
Get real-time buy/sell trading signals for US and China markets. Query strategy…
|
B 83 6⁄6 | ||||||||
| 500 |
Nepal legislation via MCP -- full-text search across statutes and provisions
|
B 83 6⁄4 | ||||||||