MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 301 |
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
|
B 84 5⁄4 | ||||||||
| 302 |
sqlite-mcp-server
Claim
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
|
B 84 5⁄4 | ||||||||
| 303 |
MCP server for interacting with CKAN open data portals
|
B 84 5⁄5 | ||||||||
| 304 |
Local JSON memory store for context engineering with GitHub Copilot and MCP cli…
|
B 84 5⁄4 | ||||||||
| 305 |
Running tools for AI agents: 92 calculators, 46 guides, marathon data, pace and…
|
B 84 4⁄4 | ||||||||
| 306 |
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
|
B 84 5⁄5 | ||||||||
| 307 |
DrainBrain token safety, CORTEX trading signals, social trends. Zero Core Intel.
|
B 84 6⁄6 | ||||||||
| 308 |
A Discord Model Context Protocol server that enables AI assistants to interact …
|
B 84 5⁄5 | ||||||||
| 309 |
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
|
B 84 5⁄5 | ||||||||
| 310 |
PDF reader for vision LLMs. Auto-detects text corruption and switches to image …
|
B 84 5⁄5 | ||||||||
| 311 |
Provides AI assistants with a hierarchical task management system that maintain…
|
B 84 5⁄5 | ||||||||
| 312 |
Official Railway MCP server
|
B 84 5⁄4 | ||||||||
| 313 |
Human-as-a-Service for AI agents. Delegate tasks that need a real human, get re…
|
B 84 6⁄6 | ||||||||
| 314 |
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
|
B 84 5⁄4 | ||||||||
| 315 |
Enables Claude to read and manipulate Figma documents in real-time through 62 o…
|
B 84 5⁄5 | ||||||||
| 316 |
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
|
B 84 4⁄4 | ||||||||
| 317 |
A Model Context Protocol server that enables interaction with Microsoft 365 ser…
|
B 84 5⁄4 | ||||||||
| 318 |
TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Feature…
|
B 84 5⁄4 | ||||||||
| 319 |
Search Google and do deep web research on any topic
|
B 84 5⁄4 | ||||||||
| 320 |
MCP server for Obsidian vaults — read, write, search, and edit notes via the Lo…
|
B 84 5⁄4 | ||||||||
| 321 |
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
|
B 84 5⁄4 | ||||||||
| 322 |
Stata MCP Server
Claim
Provides a bridge between Stata statistical software and code editors like VS C…
|
B 84 5⁄4 | ||||||||
| 323 |
A server that implements the Model Context Protocol, providing a standardized w…
|
B 84 5⁄4 | ||||||||
| 324 |
Mozambique legislation via MCP -- full-text search across statutes and provisio…
|
B 84 6⁄4 | ||||||||
| 325 |
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
|
B 84 5⁄5 | ||||||||
| 326 |
|
B 84 4⁄4 | ||||||||
| 327 |
Generates blog and social media images using Google's Gemini AI with pre-config…
|
B 84 5⁄5 | ||||||||
| 328 |
Typescript implementation of Kubernetes cluster operations for pods, deployment…
|
B 84 5⁄5 | ||||||||
| 329 |
MCP server providing on-demand access to official prompting guides for building…
|
B 84 5⁄5 | ||||||||
| 330 |
FastlyMCP
Claim
Enables AI assistants to interact with Fastly's CDN API through the Model Conte…
|
B 84 5⁄5 | ||||||||
| 331 |
|
B 84 5⁄4 | ||||||||
| 332 |
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
|
B 84 5⁄4 | ||||||||
| 333 |
Production-grade GitLab MCP server with 86 tools — full GitLab control from any…
|
B 84 5⁄4 | ||||||||
| 334 |
L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.
|
B 84 4⁄4 | ||||||||
| 335 |
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
|
B 84 4⁄4 | ||||||||
| 336 |
Enables AI assistants to interact with Vikunja task management instances, provi…
|
B 84 5⁄4 | ||||||||
| 337 |
Let's your agent access the heroku platform
|
B 84 5⁄5 | ||||||||
| 338 |
MCP server that allows interaction with PocketBase databases, enabling record o…
|
B 84 5⁄4 | ||||||||
| 339 |
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
|
B 84 5⁄5 | ||||||||
| 340 |
Forex, IOF tax, US accounts, stablecoins, and international payments in Brazil.
|
B 84 5⁄4 | ||||||||
| 341 |
AI-powered browser automation MCP server for Claude Code. Navigate, click, scre…
|
B 84 4⁄4 | ||||||||
| 342 |
code-assistant
Claim
Coding agent with basic list, read, replace_in_file, write, execute_command and…
|
B 84 5⁄4 | ||||||||
| 343 |
Enables AI assistants to analyze and optimize PostgreSQL database performance b…
|
B 83 5⁄5 | ||||||||
| 344 |
Connect AI assistants to your ERPNext instance via the Model Context Protocol (…
|
B 83 5⁄4 | ||||||||
| 345 |
Enables AI assistants to automate macOS through AppleScript and JXA by providin…
|
B 83 5⁄4 | ||||||||
| 346 |
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document m…
|
B 83 5⁄4 | ||||||||
| 347 |
Query FEC campaign finance data — search candidates, track donations, analyze s…
|
B 83 5⁄5 | ||||||||
| 348 |
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
|
B 83 5⁄5 | ||||||||
| 349 |
Web scraping MCP server for AI agents. 6 tools: clean content extraction, struc…
|
B 83 6⁄6 | ||||||||
| 350 |
container-use
Claim
Containerized environments for coding agents. Multiple agents can work independ…
|
B 83 5⁄4 | ||||||||