MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57451 |
A local-first personal AI agent infrastructure that extends Claude Desktop with…
|
— | ||||||||
| 57452 |
Slack Gemini MCP Server
Claim
Enables querying Slack channels and messages, then using Google Gemini to answe…
|
— | ||||||||
| 57453 |
homeradar-mcp
Claim
homeradar-mcp
|
— | ||||||||
| 57454 |
project-raspored
Claim
|
— | ||||||||
| 57455 |
Odoo 18 MCP Server
Claim
Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model explo…
|
— | ||||||||
| 57456 |
bitflyer-mcp
Claim
A read-only MCP server that retrieves public market data from bitFlyer, allowin…
|
— | ||||||||
| 57457 |
A read-only MCP server generated by FirstCall that looks up public GitHub user
…
|
— | ||||||||
| 57458 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects through the MCP protocol, …
|
— | ||||||||
| 57459 |
Enables rigorous, zero-hallucination analysis of local PDF papers, generating e…
|
— | ||||||||
| 57460 |
mac-messages-mcp
Claim
Enables sending and reading iMessages and SMS messages through the macOS Messag…
|
— | ||||||||
| 57461 |
Minesweeper MCP Server
Claim
Enables MCP client agents to play the classic Minesweeper game by connecting to…
|
— | ||||||||
| 57462 |
Give any AI agent a full desktop — it sees the screen, clicks, types, and runs …
|
— | ||||||||
| 57463 |
Jokes MCP Server
Claim
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
|
— | ||||||||
| 57464 |
aegis-mcp
Claim
Provides AI coding agents with deterministic security requirements, approved pa…
|
— | ||||||||
| 57465 |
llm-bus
Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
|
— | ||||||||
| 57466 |
acornonaut-mcp
Claim
AI-powered YouTube playlist to flashcards with spaced repetition (SM-2 algorith…
|
— | ||||||||
| 57467 |
SIBS Payment MCP
Claim
Enables AI agents to integrate the SIBS payment gateway, providing tools for cr…
|
— | ||||||||
| 57468 |
Yahoo Mail MCP Server
Claim
Enables reading, searching, composing, and managing Yahoo Mail emails via IMAP …
|
— | ||||||||
| 57469 |
API-to-MCP Converter
Claim
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
|
— | ||||||||
| 57470 |
morgen-mcp
Claim
Enables AI clients to fetch and list calendar events from Morgen, supporting en…
|
— | ||||||||
| 57471 |
Pexels MCP Server
Claim
An MCP server to search for photos and videos on Pexels.
|
— | ||||||||
| 57472 |
Moleculer MCP Server
Claim
Exposes Moleculer microservices as MCP tools for AI assistants like Claude and …
|
— | ||||||||
| 57473 |
Enables YouTube data crawling and AI-powered summarization of videos, including…
|
— | ||||||||
| 57474 |
dltHub-AI-workbench
Claim
It gives Claude Code, Cursor, and Codex structured workflows and an MCP
server …
|
— | ||||||||
| 57475 |
tome-mcp
Claim
Manages a research paper library, providing PDF ingestion, bibliography managem…
|
— | ||||||||
| 57476 |
GemmaJnana
Claim
Multi-domain MCP server enabling AI agents to plan and execute vacation travel …
|
— | ||||||||
| 57477 |
first-dibs
Claim
|
— | ||||||||
| 57478 |
MCP Server Metasearch
Claim
A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
|
— | ||||||||
| 57479 |
code-failures-mcp
Claim
MCP server that indexes a knowledge base of past bugs and fixes, making them se…
|
— | ||||||||
| 57480 |
mcp-ux-vision
Claim
Enables AI-powered visual analysis of webpages for UI/UX assessment, including …
|
— | ||||||||
| 57481 |
Pandoc MCP Server
Claim
Enables document conversion between various formats (Markdown, DOCX, HTML, PDF,…
|
— | ||||||||
| 57482 |
unityxclaude
Claim
A local MCP server for Unity Editor that provides 20 editor tools to control sc…
|
— | ||||||||
| 57483 |
Report issues related to MCP integration with Claude here.
|
— | ||||||||
| 57484 |
Spain AI Kit
Claim
A collection of MCP servers that connect AI assistants to Spanish open governme…
|
— | ||||||||
| 57485 |
openstreetmap-mcp-server
Claim
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
|
— | ||||||||
| 57486 |
CourtVision Rules MCP
Claim
Turns official pickleball scoring rules into callable tools for LLMs to track l…
|
— | ||||||||
| 57487 |
SnelStart MCP Server
Claim
Enables seamless integration with SnelStart accounting data, allowing users to …
|
— | ||||||||
| 57488 |
mcp-devdocs-io
Claim
Enables substring-search of documentation entries from DevDocs.io via a single …
|
— | ||||||||
| 57489 |
MCP Local Context
Claim
A simple MCP server for local documentation with RAG capabilities, enabling AI …
|
— | ||||||||
| 57490 |
Intervals.icu MCP Server
Claim
Integrates Intervals.icu training data, wellness records, workouts, and calenda…
|
— | ||||||||
| 57491 |
microCMS MCP Server
Claim
Enables to access and manage content on microCMS through MCP, supporting listin…
|
— | ||||||||
| 57492 |
Amber
Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
|
— | ||||||||
| 57493 |
OptimAI Search MCP
Claim
Enables Web3-focused web searches via the OptimAI External Search API, providin…
|
— | ||||||||
| 57494 |
anon.li
Claim
|
— | ||||||||
| 57495 |
swarmwage
Claim
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x40…
|
— | ||||||||
| 57496 |
looba-mcp
Claim
An MCP server that provides AI assistants read-only access to Looba, a communit…
|
— | ||||||||
| 57497 |
Azure DevOps MCP Server
Claim
Enables interaction with Azure DevOps Boards through the Model Context Protocol…
|
— | ||||||||
| 57498 |
OrgGen AI
Claim
Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot …
|
— | ||||||||
| 57499 |
SearchAPI MCP Agent
Claim
Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through …
|
— | ||||||||
| 57500 |
vCenter MCP Server
Claim
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
|
— | ||||||||