MCP Server Quality Scores
Independent quality analysis of 41157 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37551 |
postgres-mcp
Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
|
— | ||||||||
| 37552 |
Comprehensive Magic: The Gathering info with rules, cards, combos, and Commande…
|
— | ||||||||
| 37553 |
JobDataLake
Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
|
— | ||||||||
| 37554 |
SkillFM Beacon
Claim
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits f…
|
— | ||||||||
| 37555 |
sn-patterns-mcp
Claim
Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents…
|
— | ||||||||
| 37556 |
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
|
— | ||||||||
| 37557 |
An MCP server designed to work with FFmpeg for media processing tasks, offering…
|
— | ||||||||
| 37558 |
basic-mcp
Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
|
— | ||||||||
| 37559 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
|
— | ||||||||
| 37560 |
stack-overflow-mcp-light
Claim
MCP server for searching Stack Overflow questions and retrieving answers with b…
|
— | ||||||||
| 37561 |
api-changelog-tracker
Claim
Cloudflare Workers MCP server: api-changelog-tracker
|
— | ||||||||
| 37562 |
vibie-mcp
Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
|
— | ||||||||
| 37563 |
adzuna-mcp
Claim
|
— | ||||||||
| 37564 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
|
— | ||||||||
| 37565 |
Cloudflare Workers MCP server: code-pattern-risk-scanner
|
— | ||||||||
| 37566 |
risk-assessment-ai-mcp
Claim
risk-assessment-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 37567 |
keris_edumcp_2nd
Claim
|
— | ||||||||
| 37568 |
FinaShopping MCP Server
Claim
Enables interaction with Uruguayan financial products including loans, credit c…
|
— | ||||||||
| 37569 |
An MCP server that enables Large Language Models to interactively create, edit,…
|
— | ||||||||
| 37570 |
intlpull
Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
|
— | ||||||||
| 37571 |
mcp-gera-market
Claim
E-commerce marketplace: search products, order, track shipments. 50+ countries.
|
— | ||||||||
| 37572 |
Laboratorio MCP Gateway
Claim
Connects multiple microservices (ventas and pedidos) through a central MCP gate…
|
— | ||||||||
| 37573 |
Service Economics
Claim
Free service management tools — playbooks, benchmarks, and instant service heal…
|
— | ||||||||
| 37574 |
codeqr-mcp-server
Claim
|
— | ||||||||
| 37575 |
esrp-mcp-server-test
Claim
The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
|
— | ||||||||
| 37576 |
youtube-transcript-dev
Claim
YouTube Transcript MCP Server
MCP server for YouTubeTranscript.dev. Extract Y…
|
— | ||||||||
| 37577 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
|
— | ||||||||
| 37578 |
Istek MCP Server
Claim
Enables AI assistants to interact with Istek API Client for managing workspaces…
|
— | ||||||||
| 37579 |
GateSolve CAPTCHA Solver
Claim
Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.
|
— | ||||||||
| 37580 |
public_promo
Claim
|
— | ||||||||
| 37581 |
MoteCloud Memory
Claim
# Motecloud Memory MCP
Motecloud is durable memory infrastructure for AI agent…
|
— | ||||||||
| 37582 |
outdooriq-mcp
Claim
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
|
— | ||||||||
| 37583 |
mcp-weather-sse
Claim
An SSE-based MCP server for retrieving real-time weather data for a specified l…
|
— | ||||||||
| 37584 |
docshelf-mcp
Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
|
— | ||||||||
| 37585 |
Access high quality transcripts for podcasts. Updated in real-time as new episo…
|
— | ||||||||
| 37586 |
context-cloud
Claim
Persistent AI memory with shared team workspaces, typed knowledge chunks, and c…
|
— | ||||||||
| 37587 |
Wolfram Alpha
Claim
Wolfram Alpha MCP — computational, factual, and quantitative queries
|
— | ||||||||
| 37588 |
mcp-gera-mind
Claim
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
|
— | ||||||||
| 37589 |
vasperamemory
Claim
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, …
|
— | ||||||||
| 37590 |
antigravityrunledger-mcp
Claim
Remote MCP for Antigravity agent run receipt MCP, structured receipts, audit lo…
|
— | ||||||||
| 37591 |
An MCP server that enables developers to summon AI development team agents dire…
|
— | ||||||||
| 37592 |
MCP server for Deckbase - exposes docs, template blocks, and project context
|
— | ||||||||
| 37593 |
cmxflow
Claim
Composable, tunable cheminformatics workflows: prepare ligands, cluster, virtua…
|
— | ||||||||
| 37594 |
ClickUp MCP Server
Claim
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
|
— | ||||||||
| 37595 |
Komodo MCP Server
Claim
Enables natural language management of servers, deployments, and build pipeline…
|
— | ||||||||
| 37596 |
redfin-mcp-server
Claim
Search Redfin properties, get property details, and market statistics
|
— | ||||||||
| 37597 |
Hello
Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
|
— | ||||||||
| 37598 |
URL slug generator API for AI agents. Convert any text into clean, URL-friendly…
|
— | ||||||||
| 37599 |
roundtable-mcp
Claim
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
|
— | ||||||||
| 37600 |
Kraken Pro MCP
Claim
Enables natural language trading and market data queries on Kraken Pro via Gemi…
|
— | ||||||||