MCP Server Quality Scores
Independent quality analysis of 60600 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25401 |
Provides standards documentation and validation tools for the Darwin platform, …
|
F 25 4⁄4 | ||||||||
| 25402 |
Integrates Firecrawl for web scraping, crawling, search, and content extraction…
|
F 25 4⁄4 | ||||||||
| 25403 |
Provides access to Outscraper's data extraction services for business intellige…
|
F 25 4⁄4 | ||||||||
| 25404 |
Enables seamless interaction with Odoo instances through the Model Context Prot…
|
F 25 4⁄4 | ||||||||
| 25405 |
Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co…
|
F 25 4⁄3 | ||||||||
| 25406 |
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Gen…
|
F 25 4⁄3 | ||||||||
| 25407 |
Enables AI assistants to control Audacity for real-time local audio editing, ma…
|
F 25 4⁄3 | ||||||||
| 25408 |
Provides a configurable web server foundation for ioBroker home automation syst…
|
F 25 4⁄4 | ||||||||
| 25409 |
Provides persistent, intelligent memory using Elasticsearch with hierarchical c…
|
F 25 4⁄3 | ||||||||
| 25410 |
Official Teamwork.com MCP server.
|
F 25 4⁄4 | ||||||||
| 25411 |
A Modular Command-line Program for fetching and filtering NFL transaction data,…
|
F 25 4⁄3 | ||||||||
| 25412 |
Markdown viewer for AI-assisted document review. Click any element to copy file…
|
F 25 4⁄3 | ||||||||
| 25413 |
Enables AI models to perform comprehensive Git repository management including …
|
F 25 4⁄4 | ||||||||
| 25414 |
Enables comprehensive schema and solution management for Microsoft Dataverse, i…
|
F 25 4⁄4 | ||||||||
| 25415 |
A smart documentation server that provides AI-assisted code improvement and doc…
|
F 25 4⁄3 | ||||||||
| 25416 |
A TypeScript-based MCP server that provides integration with the Qase test mana…
|
F 25 4⁄4 | ||||||||
| 25417 |
|
F 25 4⁄3 | ||||||||
| 25418 |
Enables AI agents to control headless browsers running on geographically distri…
|
F 25 4⁄4 | ||||||||
| 25419 |
Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg,…
|
F 25 4⁄3 | ||||||||
| 25420 |
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
|
F 25 4⁄3 | ||||||||
| 25421 |
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releas…
|
F 25 4⁄4 | ||||||||
| 25422 |
Miro MCP server, exposing all functionalities available in official Miro SDK
|
F 25 4⁄4 | ||||||||
| 25423 |
Access and manage your CRM data seamlessly with 100+ tools in our HubSpot MCP i…
|
F 25 4⁄4 | ||||||||
| 25424 |
Connect AI agents to Signal Found's proprietary Reddit outreach network. Find p…
|
F 25 4⁄3 | ||||||||
| 25425 |
A high-performance string search utility with Model Context Protocol integratio…
|
F 25 4⁄3 | ||||||||
| 25426 |
An MCP server that provides comprehensive DeFi analytics and data access for th…
|
F 25 4⁄3 | ||||||||
| 25427 |
Manage your emails effortlessly with 60+ tools for drafting, sending, retrievin…
|
F 25 4⁄4 | ||||||||
| 25428 |
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social …
|
F 25 4⁄3 | ||||||||
| 25429 |
Enables AI assistants to interact with Feishu/Lark platform APIs for automation…
|
F 25 4⁄4 | ||||||||
| 25430 |
MCP server to interact with the Discogs API
|
F 25 4⁄4 | ||||||||
| 25431 |
A server that connects to the Notion API and exposes functionality through Clau…
|
F 25 4⁄4 | ||||||||
| 25432 |
An MCP server plugin for the Tabby Terminal that enables AI assistants to execu…
|
F 25 4⁄3 | ||||||||
| 25433 |
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
|
F 25 4⁄3 | ||||||||
| 25434 |
An AI-driven data visualization and SQL chat platform that enables natural lang…
|
F 25 4⁄4 | ||||||||
| 25435 |
Enables Claude and other MCP-compatible clients to access Scorecard's evaluatio…
|
F 25 4⁄4 | ||||||||
| 25436 |
An MCP server to create inboxes on the fly to send, receive, and take actions o…
|
F 25 4⁄3 | ||||||||
| 25437 |
Manage your Anki collection with AnkiConnect & MCP
|
F 25 4⁄3 | ||||||||
| 25438 |
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: …
|
F 25 4⁄3 | ||||||||
| 25439 |
See what your AI agents can access. Scan MCP configs for exposed secrets, shado…
|
F 25 4⁄3 | ||||||||
| 25440 |
Enables integration with Tableau to query data, explore workbook content, and r…
|
F 25 4⁄4 | ||||||||
| 25441 |
|
F 25 4⁄3 | ||||||||
| 25442 |
RobotMCP is a comprehensive Model Context Protocol (MCP) server that bridges th…
|
F 25 4⁄3 | ||||||||
| 25443 |
A stateful gateway server for AI applications that solves the memory limitation…
|
F 25 4⁄4 | ||||||||
| 25444 |
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deeps…
|
F 25 4⁄3 | ||||||||
| 25445 |
Integrates with the Datalog Studio REST API to explore projects, tables, and as…
|
F 25 4⁄4 | ||||||||
| 25446 |
MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to…
|
F 25 4⁄4 | ||||||||
| 25447 |
An advanced system monitoring solution that uses unsupervised machine learning …
|
F 25 4⁄3 | ||||||||
| 25448 |
Prediction market probability oracle. 500+ markets from Kalshi, Polymarket & Me…
|
F 25 4⁄3 | ||||||||
| 25449 |
An MCP server that enables AI agents to autonomously manage ORE mining on the S…
|
F 25 4⁄4 | ||||||||
| 25450 |
An MCP server that enables AI-assisted mobile security testing by exposing Frid…
|
F 25 4⁄3 | ||||||||