MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 651 |
MCP server that detects project frameworks (25+), starts dev
servers, and creat…
|
B 83 4⁄4 | ||||||||
| 652 |
AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.
|
B 83 5⁄5 | ||||||||
| 653 |
Provides unified interface for Qlik Sense Enterprise APIs through Model Context…
|
B 83 5⁄5 | ||||||||
| 654 |
Fetter MCP
Claim
Real-time Python package and vulnerability data for AI coding agents.
|
B 83 6⁄6 | ||||||||
| 655 |
Get real-time buy/sell trading signals for US and China markets. Query strategy…
|
B 83 6⁄6 | ||||||||
| 656 |
Provides secure mathematical computation capabilities including expression eval…
|
B 83 5⁄5 | ||||||||
| 657 |
DoorDash food delivery - order food, search restaurants.
|
B 83 5⁄5 | ||||||||
| 658 |
CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI a…
|
B 83 5⁄4 | ||||||||
| 659 |
RSS/Atom feed reader MCP server with SQLite backend
|
B 83 5⁄5 | ||||||||
| 660 |
Enables AI assistants to automate macOS through AppleScript and JXA by providin…
|
B 83 5⁄4 | ||||||||
| 661 |
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
|
B 83 5⁄4 | ||||||||
| 662 |
Manages a global scratchpad file on your Desktop for tracking interruptions, id…
|
B 83 5⁄5 | ||||||||
| 663 |
Calculator, units, statistics for AI agents
|
B 83 4⁄4 | ||||||||
| 664 |
Enables AI assistants to search and access Google Cloud Platform documentation …
|
B 83 5⁄5 | ||||||||
| 665 |
Read-first blockchain verification. ECDSA-signed booleans across 32 chains. 26 …
|
B 83 5⁄5 | ||||||||
| 666 |
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
|
B 83 5⁄5 | ||||||||
| 667 |
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
|
B 83 5⁄4 | ||||||||
| 668 |
Enables secure coordination between multiple LLM agents through authenticated m…
|
B 83 5⁄4 | ||||||||
| 669 |
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
B 83 5⁄5 | ||||||||
| 670 |
Enables AI assistants to semantically search and understand code repositories u…
|
B 83 5⁄5 | ||||||||
| 671 |
Connects AI assistants to GitLab, allowing users to manage merge requests, view…
|
B 83 5⁄4 | ||||||||
| 672 |
MCP server that integrates Microsoft Teams messaging (read, post, mention, list…
|
B 83 5⁄5 | ||||||||
| 673 |
container-use
Claim
Containerized environments for coding agents. Multiple agents can work independ…
|
B 83 5⁄4 | ||||||||
| 674 |
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
|
B 83 5⁄5 | ||||||||
| 675 |
brave-search-mcp
Claim
Web, Image, News, Video, and Local Point of Interest search capabilities using …
|
B 83 5⁄5 | ||||||||
| 676 |
Enables monitoring of domain registration information via WHOIS lookup and SSL …
|
B 83 6⁄6 | ||||||||
| 677 |
AionMCP
Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
|
B 83 5⁄4 | ||||||||
| 678 |
MCP server to read, inspect and troubleshoot codebase symbols
|
B 83 5⁄4 | ||||||||
| 679 |
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
|
B 83 5⁄5 | ||||||||
| 680 |
Agent-native TypeScript framework for building MCP servers with declarative def…
|
B 83 5⁄4 | ||||||||
| 681 |
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
|
B 83 5⁄4 | ||||||||
| 682 |
An MCP server that provides persistent memory capabilities for Claude, offering…
|
B 83 5⁄5 | ||||||||
| 683 |
Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches…
|
B 83 4⁄4 | ||||||||
| 684 |
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
|
B 83 6⁄6 | ||||||||
| 685 |
Google Ad Manager API integration for managing campaigns, orders, line items, c…
|
B 83 5⁄5 | ||||||||
| 686 |
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
|
B 83 5⁄5 | ||||||||
| 687 |
An adversarial code verification system that uses a Verifier-Critic debate loop…
|
B 83 5⁄5 | ||||||||
| 688 |
Kokkai Minutes MCP Agent
Claim
Provides a structured interface to the Japanese National Diet Library's parliam…
|
B 83 6⁄6 | ||||||||
| 689 |
Local-first MCP server for Originality.ai workflows, including AI detection, pl…
|
B 83 5⁄4 | ||||||||
| 690 |
MCP server for Fantastical calendar app - create events, view calendar, and man…
|
B 83 5⁄4 | ||||||||
| 691 |
AI-orchestrated calendars, contacts & tasks across any DAV platform. 26 tools, …
|
B 83 5⁄4 | ||||||||
| 692 |
MCP server bridging OpenGrok search engine with AI for instant context across m…
|
B 83 5⁄4 | ||||||||
| 693 |
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
B 83 5⁄5 | ||||||||
| 694 |
Guardian Engine
Claim
Deterministic recipe verification engine — validates AI-generated recipes again…
|
B 83 6⁄6 | ||||||||
| 695 |
mie
Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
|
B 83 5⁄4 | ||||||||
| 696 |
Provides AI assistants with secure, read-only access to ShadowGit repositories …
|
B 83 5⁄4 | ||||||||
| 697 |
Provides AI agents with powerful JavaScript/TypeScript code analysis and transf…
|
B 83 5⁄5 | ||||||||
| 698 |
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
|
B 83 5⁄5 | ||||||||
| 699 |
MCP server for Gong.io - access calls, transcripts, and users
|
B 83 5⁄4 | ||||||||
| 700 |
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
|
B 83 5⁄4 | ||||||||