MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43401 |
Stitch Wand
Claim
Design token tools for Google Stitch: convert, validate, diff, lint, generate, …
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| 43402 |
mcp-fraudlabspro
Claim
Fraud Prevention MCP server using FraudLabs Pro API.
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| 43403 |
mcp-data-oregon
Claim
Enables searching, querying, and retrieving metadata from Oregon Open Data (dat…
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| 43404 |
rtk-mcp
Claim
MCP proxy that filters oversized tool responses, downscaling screenshots and pr…
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| 43405 |
QA Assistant MCP
Claim
An MCP server that enables Claude to read Jira user stories, search Confluence …
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| 43406 |
Thaïs MCP Server
Claim
Enables Claude to interact with the Thaïs hotel reservation system, including c…
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| 43407 |
mobila
Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
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| 43408 |
codemap
Claim
MCP server for local-first code intelligence, providing structural code graph, …
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| 43409 |
screenshot-mcp
Claim
Enables AI agents to capture screenshots of windows (e.g., WeChat developer too…
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| 43410 |
Polymarket MCP Server
Claim
Enables LLM agents to interact with Polymarket prediction markets, including ma…
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| 43411 |
rainkeeper
Claim
Exposes the Raindrop.io API as Claude tools for managing bookmarks, collections…
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| 43412 |
MCP Weather Server
Claim
Enables AI agents like GitHub Copilot to retrieve real-time weather data for an…
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| 43413 |
Obsidian MCP Server
Claim
Exposes a folder of Markdown notes (Obsidian vault or plain .md files) to LLM c…
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| 43414 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 43415 |
Expert knowledge about forex, IOF tax, US bank accounts, stablecoins, internati…
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| 43416 |
Convert PDF bank statements into transactions that arrive with a pass/fail reco…
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| 43417 |
DCAP Disco
Claim
Connects to the DCAP intelligence stream to discover and cache tools in real ti…
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| 43418 |
epwforge-mcp
Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
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| 43419 |
local-filesystem
Claim
Explore and organize files and folders across your workspace. Read, write, move…
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| 43420 |
lgl-mcp-server
Claim
MCP server for Little Green Light CRM. Search donors, log gifts, manage groups …
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| 43421 |
ci-sentinel
Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
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| 43422 |
Tether MD
Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
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| 43423 |
WhatsApp MCP Server
Claim
A self-hosted Model Context Protocol (MCP) server that bridges WhatsApp Web to …
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| 43424 |
mcpcatalogs
Claim
Enables AI assistants to search, compare, and get detailed information about MC…
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| 43425 |
luma-events-mcp
Claim
An MCP server for the Luma Events API that enables creating, updating, and mana…
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| 43426 |
mcp-worker-ts
Claim
Implements a distributed AI worker pattern over MCP, enabling clients to regist…
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| 43427 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 43428 |
Automates 85-95% of the Secure Software Development Lifecycle (SSDLC) planning …
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| 43429 |
agentrecall
Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
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| 43430 |
ASCII Motion MCP
Claim
Enables AI assistants to create, animate, and export ASCII art using natural la…
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| 43431 |
Quack MCP Server
Claim
A continuous integration server that automates code analysis and testing for Py…
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| 43432 |
Neuro MCP V2
Claim
Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O…
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| 43433 |
Provides search and retrieval of Hacker Public Radio episodes, transcripts, hos…
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| 43434 |
Prism — Crossdeck
Claim
Ask your app anything — revenue, errors, read-cost, growth — and get rendered c…
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| 43435 |
hooklayer
Claim
Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-laye…
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| 43436 |
organizze
Claim
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| 43437 |
CodeMentor-AI
Claim
Enables IDE integration with a multi-agent AI pipeline for solving, reviewing, …
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| 43438 |
seo-mcp
Claim
MCP server that gives AI assistants live access to Google Search Console and Bi…
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| 43439 |
fpt-mcp
Claim
MCP server for Autodesk Flow Production Tracking (ShotGrid) enabling AI assista…
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| 43440 |
oh-my-kimichan
Claim
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
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| 43441 |
Postman MCP
Claim
Sync your API code into Postman collections — body, params, auth, responses, te…
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| 43442 |
lookup-modern-dictionary
Claim
Look up word meanings fast. Get clear definitions and common usage to support r…
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| 43443 |
Enables natural language querying of a football knowledge graph via Neo4j, gene…
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| 43444 |
onepagecrm-mcp-server
Claim
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| 43445 |
brunopark-mcp
Claim
AI-orchestrated security testing via 6 Python tools (recon, port scan, subdomai…
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| 43446 |
arxiv-mcp
Claim
Enables searching arXiv and downloading papers via MCP tools, no API key requir…
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| 43447 |
Your Eveoy expert in any AI — learn how it works, get a price, and order real i…
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| 43448 |
Todoist MCP Server
Claim
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
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| 43449 |
github-mcp
Claim
Provides four GitHub superpowers (repo-scorecard, compare-repos, commit-heatmap…
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| 43450 |
Upmind MCP Server
Claim
Enables management of Upmind platform products, categories, pricing, and bundle…
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