MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33001 |
x402-middleware
Claim
One-line x402 + Stripe payment middleware for MCP servers. The Stripe for the a…
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| 33002 |
Folio
Claim
A privacy-first, zero-cost AI assistant that lets you chat with your documents …
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| 33003 |
Anomaly Tracker MCP
Claim
Blockchain event sequence anomaly detection MCP server using NASA-derived seque…
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| 33004 |
MCP Image Tools Server
Claim
Provides image processing tools for Claude Code, including downloading toy imag…
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| 33005 |
Provides comprehensive access to Binance Futures API endpoints for account mana…
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| 33006 |
fix-my-comments-mcp
Claim
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
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| 33007 |
portkey-admin-mcp
Claim
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
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| 33008 |
spine-curated
Claim
A curated selections of tools and writing from the Underground Cultural Distric…
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| 33009 |
CropProphEU
Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
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| 33010 |
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
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| 33011 |
JAOT MCP Server
Claim
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
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| 33012 |
google-slides-mcp
Claim
Enables low-level interaction with Google Slides API, including template reuse,…
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| 33013 |
update-hijack-demo
Claim
Demo: Server update hijack PoC (clean copy for video)
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| 33014 |
CodeBrain
Claim
Provides semantic code search and index status for codebases using RAG, enablin…
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| 33015 |
nexflow-smf
Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
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| 33016 |
Mempool Doctor
Claim
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
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| 33017 |
mcp-boards-nk
Claim
MCP server for Mattermost Boards (Focalboard) that enables natural language man…
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| 33018 |
mentionsapi-mcp
Claim
Check whether AI recommends your brand — mentions, ranks, and citations across …
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| 33019 |
barcelona-events
Claim
MCP server to access Barcelona events data via Pipeworx gateway.
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| 33020 |
go-ask-a-stranger
Claim
Connects AI agents to anonymous strangers for asking and answering questions in…
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| 33021 |
munin
Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
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| 33022 |
GEO Intelligence Engine for B2B. Analyze domains and fetch actionable defense c…
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| 33023 |
agentic-task-system
Claim
Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RR…
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| 33024 |
yolox
Claim
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| 33025 |
deptrust
Claim
deptrust is a CLI that checks package versions for known vulnerabilities across…
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| 33026 |
tomato-writer-mcp
Claim
MCP server for Fanqie novel author backend, enabling multi-novel management, re…
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| 33027 |
MTG MCP
Claim
A .NET MCP server for MTG deckbuilding with Scryfall data and Archidekt writeba…
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| 33028 |
weather-ai-mcp
Claim
Weather Ai tools for AI agents. Capabilities: get current conditions, get forec…
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| 33029 |
warmstart
Claim
An MCP server that exposes a verified manifest of a repository's development co…
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| 33030 |
3D Agent MCP
Claim
MCP server for generating print-ready 3D models from text descriptions via a mu…
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| 33031 |
bird-id-mcp
Claim
Identifies bird species from images using YOLO detection and ConvNeXt classific…
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| 33032 |
Enables natural language interaction with complex computer vision workflows suc…
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| 33033 |
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
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| 33034 |
Zoho CRM MCP Server
Claim
Enables AI assistants to interact with Zoho CRM data through secure OAuth authe…
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| 33035 |
Ghost Styling MCP
Claim
Enables styling and management of Ghost blogs by providing vision of the live p…
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| 33036 |
WebTool MCP Server
Claim
Provides web browsing, multi-engine search, and news retrieval tools for local …
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| 33037 |
Enables programmatic management of Substack content, including creating drafts,…
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| 33038 |
mcp-12306
Claim
Search real-time 12306 ticket availability for direct and transfer journeys. Lo…
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| 33039 |
Control Google Home and Amazon Alexa speakers from Claude Desktop using natural…
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| 33040 |
Enables AI agents to search and discover data across SQLite and CSV sources thr…
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| 33041 |
greenfish-webtools-mcp
Claim
A lightweight MCP server that gives AI assistants real-time web search and URL …
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| 33042 |
ES Hub Signals MCP
Claim
Enables AI agents to search and retrieve market signals, revenue ideas, and gro…
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| 33043 |
Backlogr MCP Server
Claim
Enables AI assistants to create and manage development projects with structured…
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| 33044 |
ActiveCollab MCP Server
Claim
A local Model Context Protocol server that enables secure interaction with self…
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| 33045 |
note-taking-ai-mcp
Claim
note-taking-ai-mcp MCP server by MEOK AI Labs
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| 33046 |
aspen-mcp
Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
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| 33047 |
backend2mcp
Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
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| 33048 |
mcp-geracompliance
Claim
EU AI Act and GDPR compliance: checks, audits, generate policies.
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| 33049 |
calldata-guardian
Claim
Decodes Ethereum calldata and returns a safety verdict with plain-English expla…
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| 33050 |
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
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