MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 501 |
Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. D…
|
B 83 4⁄4 | ||||||||
| 502 |
Irish legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 503 |
container-use
Claim
Containerized environments for coding agents. Multiple agents can work independ…
|
B 83 5⁄4 | ||||||||
| 504 |
An MCP server that provides a persistent memory layer for AI agents by wrapping…
|
B 83 5⁄5 | ||||||||
| 505 |
Search ethical, origin-verified products and brands by country of origin
|
B 83 5⁄4 | ||||||||
| 506 |
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …
|
B 83 5⁄4 | ||||||||
| 507 |
local-brain
Claim
A CLI tool for managing projects
|
B 83 4⁄4 | ||||||||
| 508 |
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
|
B 83 5⁄4 | ||||||||
| 509 |
Provides seamless access to official Ukrainian government statistics from the S…
|
B 83 5⁄5 | ||||||||
| 510 |
Enables Claude to monitor and manage homelab infrastructure including Docker co…
|
B 83 5⁄5 | ||||||||
| 511 |
Guardian Engine
Claim
Deterministic recipe verification engine — validates AI-generated recipes again…
|
B 83 6⁄6 | ||||||||
| 512 |
A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
|
B 83 5⁄4 | ||||||||
| 513 |
Tunisia legislation via MCP -- full-text search across statutes and provisions
|
B 83 6⁄6 | ||||||||
| 514 |
Comprehensive Model Context Protocol server for managing Home Assistant through…
|
B 83 5⁄4 | ||||||||
| 515 |
Enables access to AWS documentation through natural language by fetching and co…
|
B 83 5⁄5 | ||||||||
| 516 |
Storybook MCP
Claim
Enables AI agents to interact with Storybook by exposing UI component informati…
|
B 83 5⁄4 | ||||||||
| 517 |
Microsoft Learn MCP
Claim
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples fo…
|
B 83 6⁄6 | ||||||||
| 518 |
UK legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 519 |
Kokkai Minutes MCP Agent
Claim
Provides a structured interface to the Japanese National Diet Library's parliam…
|
B 83 6⁄6 | ||||||||
| 520 |
A Model Context Protocol server that enables interaction with Yahoo Finance to …
|
B 83 5⁄5 | ||||||||
| 521 |
Official Next.js MCP server for coding agents. Provides runtime diagnostics, ro…
|
B 83 5⁄5 | ||||||||
| 522 |
Provides search capabilities for Cloudflare AutoRAG instances, enabling AI assi…
|
B 83 5⁄5 | ||||||||
| 523 |
On-chain attestation across 31 blockchains. 25 tools: ECDSA-signed verification…
|
B 83 5⁄5 | ||||||||
| 524 |
GitLab documentation search for AI assistants via Model Context Protocol (MCP)
|
B 83 5⁄4 | ||||||||
| 525 |
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
|
B 83 5⁄4 | ||||||||
| 526 |
Provides tools to access AWS documentation, search for content, and get recomme…
|
B 83 5⁄5 | ||||||||
| 527 |
Provides secure mathematical computation capabilities including expression eval…
|
B 83 5⁄5 | ||||||||
| 528 |
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
|
B 83 5⁄5 | ||||||||
| 529 |
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platfor…
|
B 83 6⁄6 | ||||||||
| 530 |
Extracts decision intent from git history and protects intentional code from AI…
|
B 83 4⁄4 | ||||||||
| 531 |
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
|
B 83 5⁄5 | ||||||||
| 532 |
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
|
B 83 5⁄4 | ||||||||
| 533 |
mcp-everything-search
Claim
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
|
B 83 4⁄4 | ||||||||
| 534 |
Provides access to Old School RuneScape wiki information and game data through …
|
B 83 6⁄6 | ||||||||
| 535 |
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite …
|
B 83 5⁄5 | ||||||||
| 536 |
A local proxy that strips web pages down to clean text before they enter your A…
|
B 83 4⁄4 | ||||||||
| 537 |
Intelligent context-aware memory system for AI assistants that enables persiste…
|
B 83 5⁄4 | ||||||||
| 538 |
MCP server that enables AI coding agents to communicate, share state, and coord…
|
B 83 4⁄4 | ||||||||
| 539 |
45 judges that evaluate AI-generated code for security, cost, and quality with …
|
B 83 5⁄5 | ||||||||
| 540 |
Enables AI assistants to interact with devpipe, a local pipeline runner, allowi…
|
B 83 5⁄5 | ||||||||
| 541 |
contextmcp
Claim
Self-hosted MCP server that indexes documentation from various sources and serv…
|
B 83 5⁄5 | ||||||||
| 542 |
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
|
B 82 5⁄5 | ||||||||
| 543 |
An MCP server that enables AI agents to search Hilton hotels, manage reservatio…
|
B 82 5⁄5 | ||||||||
| 544 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
B 82 6⁄4 | ||||||||
| 545 |
Enables RTL simulation and hardware verification with Verilator through automat…
|
B 82 5⁄4 | ||||||||
| 546 |
Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoi…
|
B 82 6⁄6 | ||||||||
| 547 |
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
|
B 82 5⁄5 | ||||||||
| 548 |
|
B 82 5⁄4 | ||||||||
| 549 |
Enables natural language interaction with Betaflight FPV drone flight controlle…
|
B 82 5⁄5 | ||||||||
| 550 |
Enables LLMs to create, query, and manage MongoDB-compatible databases using na…
|
B 82 5⁄5 | ||||||||