MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22251 |
Enables Claude to control PyMOL for molecular visualization and structural biol…
|
F 25 4⁄3 | ||||||||
| 22252 |
Context+ is a semantic intelligence server that transforms codebases into searc…
|
F 25 4⁄4 | ||||||||
| 22253 |
A Robot Framework MCP Server
|
F 25 4⁄3 | ||||||||
| 22254 |
Bridges Ghidra's reverse engineering capabilities with AI tools through 179 spe…
|
F 25 4⁄3 | ||||||||
| 22255 |
MCP server for Slither static analysis of Solidity smart contracts
|
F 25 4⁄3 | ||||||||
| 22256 |
All Voice Lab MCP Server
|
F 25 4⁄4 | ||||||||
| 22257 |
Open-source relational AI framework with identity persistence, memory, and MCP …
|
F 25 4⁄3 | ||||||||
| 22258 |
An MCP server that enables natural language interaction with Google's Discovery…
|
F 25 4⁄4 | ||||||||
| 22259 |
A Model Context Protocol server for executing commands via SSH on remote server…
|
F 25 4⁄3 | ||||||||
| 22260 |
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. Includes OpenAI's G…
|
F 25 4⁄3 | ||||||||
| 22261 |
A server that connects to PostgreSQL databases and provides tools for safely ex…
|
F 25 4⁄3 | ||||||||
| 22262 |
Enables browser automation and web scraping with multi-session management, supp…
|
F 25 4⁄3 | ||||||||
| 22263 |
Enables Claude to automatically extract entities and relationships from URLs, P…
|
F 25 4⁄4 | ||||||||
| 22264 |
Enables AI models to perform comprehensive Git repository management including …
|
F 25 4⁄4 | ||||||||
| 22265 |
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction …
|
F 25 4⁄4 | ||||||||
| 22266 |
|
F 25 4⁄3 | ||||||||
| 22267 |
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3…
|
F 25 4⁄3 | ||||||||
| 22268 |
A Python-based MCP server and React dashboard designed for system monitoring an…
|
F 25 4⁄4 | ||||||||
| 22269 |
A server implementation that enables controlling web browsers programmatically …
|
F 25 4⁄3 | ||||||||
| 22270 |
A server that connects to the Notion API and exposes functionality through Clau…
|
F 25 4⁄4 | ||||||||
| 22271 |
MongoDB Model Context Protocol Server
|
F 25 4⁄3 | ||||||||
| 22272 |
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
|
F 25 4⁄3 | ||||||||
| 22273 |
An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Q…
|
F 25 4⁄4 | ||||||||
| 22274 |
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with …
|
F 25 4⁄4 | ||||||||
| 22275 |
Nocodb database integration, read and write capabilities
|
F 25 4⁄4 | ||||||||
| 22276 |
Reddit outreach at scale — find prospects, send 1000s of DMs/day, and manage yo…
|
F 25 4⁄3 | ||||||||
| 22277 |
Secure MCP access for private infrastructure over Tailscale — 48 tools across 9…
|
F 25 4⁄3 | ||||||||
| 22278 |
An MCP server that provides comprehensive DeFi analytics and data access for th…
|
F 25 4⁄3 | ||||||||
| 22279 |
Enables interaction with the Unstructured API to manage data workflows, includi…
|
F 25 4⁄4 | ||||||||
| 22280 |
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social …
|
F 25 4⁄3 | ||||||||
| 22281 |
Facilitates interaction with Bitbucket Server for pull request management using…
|
F 25 4⁄4 | ||||||||
| 22282 |
🧠 Elasticsearch-powered MCP server with hierarchical memory categorization, int…
|
F 25 4⁄3 | ||||||||
| 22283 |
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wall…
|
F 25 4⁄4 | ||||||||
| 22284 |
A high-performance string search utility with Model Context Protocol integratio…
|
F 25 4⁄3 | ||||||||
| 22285 |
MCP server for Zabbix monitoring and automation
|
F 25 4⁄3 | ||||||||
| 22286 |
MCP server for Testkube - Manage test workflows, executions, and artifacts via …
|
F 25 4⁄3 | ||||||||
| 22287 |
MCP server for Mikrotik
|
F 25 4⁄3 | ||||||||
| 22288 |
MCP server for cryptocurrency tipping through AI interfaces using x402 payment …
|
F 25 4⁄4 | ||||||||
| 22289 |
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: …
|
F 25 4⁄3 | ||||||||
| 22290 |
Enables web scraping, crawling, and content extraction by integrating with the …
|
F 25 4⁄4 | ||||||||
| 22291 |
A MCP server for The Movie Database API that enables AI assistants to search an…
|
F 25 4⁄4 | ||||||||
| 22292 |
|
F 25 4⁄3 | ||||||||
| 22293 |
Enables natural language control of SideFX Houdini for tasks including node man…
|
F 25 4⁄3 | ||||||||
| 22294 |
Leverage SettleMint's Model Context Protocol server to seamlessly interact with…
|
F 25 4⁄4 | ||||||||
| 22295 |
A tool that integrates with GitHub and Notion to analyze and review pull reques…
|
F 25 4⁄4 | ||||||||
| 22296 |
Enables bidirectional control between Claude Code and Figma with real-time sync…
|
F 25 4⁄3 | ||||||||
| 22297 |
An MCP server that connects to the Teamwork API, providing a simplified interfa…
|
F 25 4⁄4 | ||||||||
| 22298 |
Enables interaction with a sample Pet Store API based on OpenAPI 3.1 specificat…
|
F 25 4⁄3 | ||||||||
| 22299 |
Official Teamwork.com MCP server.
|
F 25 4⁄4 | ||||||||
| 22300 |
Better App Store Connect
|
F 25 4⁄3 | ||||||||