MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4451 |
Enables intelligent RSS feed management and analysis through Inoreader integrat…
|
B 74 5⁄5 | ||||||||
| 4452 |
context
Claim
Local-first documentation for AI agents. Offline, instant, private doc retrieva…
|
B 74 5⁄4 | ||||||||
| 4453 |
Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagr…
|
B 74 5⁄4 | ||||||||
| 4454 |
A MCP server connecting to managed indexes on LlamaCloud
|
B 74 5⁄4 | ||||||||
| 4455 |
Reddit MCP Server
Claim
Enables AI agents to search, monitor, and analyze Reddit's communities and disc…
|
B 74 5⁄5 | ||||||||
| 4456 |
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
|
B 74 5⁄4 | ||||||||
| 4457 |
Enables AI agents to search the Chemspace API for synthesizable building blocks…
|
B 74 5⁄5 | ||||||||
| 4458 |
LIFE
Claim
Persistent identity architecture for AI agents. 16 MCP servers covering drives,…
|
B 74 5⁄4 | ||||||||
| 4459 |
Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.
|
B 74 5⁄4 | ||||||||
| 4460 |
Provides access to pdfdancer documentation through search and content retrieval…
|
B 74 5⁄5 | ||||||||
| 4461 |
AI image generation and editing with Google Gemini. Structured JSON editing.
|
B 74 4⁄4 | ||||||||
| 4462 |
🔍 MCP server that lets you search and access Svelte documentation with built-in…
|
B 74 5⁄5 | ||||||||
| 4463 |
Official Magic UI MCP server.
|
B 74 5⁄5 | ||||||||
| 4464 |
mcp-server-xlwings
Claim
Enables Excel automation via xlwings COM, supporting DRM-protected files and li…
|
B 74 5⁄4 | ||||||||
| 4465 |
Integrates the Sonar API to provide Claude with real-time web-wide research cap…
|
B 74 5⁄5 | ||||||||
| 4466 |
A Python-based MCP server that provides read and write access to Bear Notes on …
|
B 74 5⁄5 | ||||||||
| 4467 |
Enables interaction with Overseerr media request management through natural lan…
|
B 74 5⁄5 | ||||||||
| 4468 |
Enables Claude to search and retrieve Panda3D game engine documentation seamles…
|
B 74 5⁄5 | ||||||||
| 4469 |
Enables the calculation and management of hourly-based commercial proposals wit…
|
B 74 5⁄4 | ||||||||
| 4470 |
Real-time MIT dining hall menus with dietary filtering across all 6 halls
|
B 74 5⁄4 | ||||||||
| 4471 |
Enables AI assistants to manage YAPI API documentation by providing tools to cr…
|
B 74 5⁄5 | ||||||||
| 4472 |
Analyzes Solana blockchain metrics from InfluxDB and generates categorized Graf…
|
B 74 5⁄5 | ||||||||
| 4473 |
Enables AI agents to search for YouTube videos and play them in the default bro…
|
B 74 5⁄5 | ||||||||
| 4474 |
Enables searching for Airbnb listings and retrieving detailed property informat…
|
B 74 5⁄4 | ||||||||
| 4475 |
MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.
|
B 74 5⁄4 | ||||||||
| 4476 |
An AI accountability system that tracks what AI systems claim they will impleme…
|
B 74 5⁄5 | ||||||||
| 4477 |
OpenAI GPT image generation/editing MCP server.
|
B 74 5⁄5 | ||||||||
| 4478 |
Database-driven FP enforcement and project management for AI-maintained codebas…
|
B 74 5⁄4 | ||||||||
| 4479 |
An advanced email security analysis MCP server for real-time phishing detection…
|
B 74 5⁄5 | ||||||||
| 4480 |
Enables interaction with Marinade Finance on Solana, supporting liquid staking …
|
B 74 5⁄5 | ||||||||
| 4481 |
This server integrates with GitHub Advanced Security to load security alerts an…
|
B 74 5⁄5 | ||||||||
| 4482 |
Task Manager MCP Server
Claim
Enables task management through natural language with full CRUD operations incl…
|
B 74 5⁄4 | ||||||||
| 4483 |
soulshack
Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
|
B 74 5⁄4 | ||||||||
| 4484 |
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
|
B 74 5⁄5 | ||||||||
| 4485 |
Convert any URL to LLM-ready Markdown via real Chrome browsers. 3 tools: scrape…
|
B 74 6⁄6 | ||||||||
| 4486 |
An MCP server that bridges AI clients with a frontend 3D visualization applicat…
|
B 74 5⁄5 | ||||||||
| 4487 |
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
|
B 74 5⁄4 | ||||||||
| 4488 |
A NestJS module for building Model Context Protocol (MCP) servers using decorat…
|
B 74 5⁄5 | ||||||||
| 4489 |
Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive…
|
B 74 5⁄5 | ||||||||
| 4490 |
Todoist MCP Server
Claim
Enables task and project management in Todoist through natural language, suppor…
|
B 74 5⁄5 | ||||||||
| 4491 |
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claud…
|
B 74 5⁄4 | ||||||||
| 4492 |
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
|
B 74 5⁄5 | ||||||||
| 4493 |
Provides tools for date-time manipulation, including timezone conversion and ar…
|
B 74 5⁄5 | ||||||||
| 4494 |
MCP server + command line tool that allows agents to see & control long-running…
|
B 74 5⁄4 | ||||||||
| 4495 |
Enables interaction with Linear's API for managing issues, teams, and projects …
|
B 74 5⁄5 | ||||||||
| 4496 |
Connect AI models like Claude & GPT with robots using MCP and ROS.
|
B 74 5⁄4 | ||||||||
| 4497 |
Provides quick access to local system utilities including time/date, hostname, …
|
B 74 5⁄4 | ||||||||
| 4498 |
Revit MCP Server
Claim
Enables seamless communication between Claude AI and Autodesk Revit, allowing u…
|
B 74 5⁄5 | ||||||||
| 4499 |
craft-content-mcp
Claim
8 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Lead…
|
B 74 5⁄5 | ||||||||
| 4500 |
Enables consulting with local Ollama models for reasoning from alternative view…
|
B 74 5⁄5 | ||||||||