MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47801 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 47802 |
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
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| 47803 |
Sublime Text MCP
Claim
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
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| 47804 |
mcp-server-251215
Claim
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| 47805 |
DCC-MCP-IPC
Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
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| 47806 |
amazon-mcp
Claim
Amazon data MCP: products, rankings, reviews, niches, WIPO & PACER IP, AI searc…
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| 47807 |
Grants Gov
Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
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| 47808 |
Financial Research
Claim
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
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| 47809 |
Fun Translations
Claim
Give your AI agent access to 150+ translators covering fictional languages, pop…
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| 47810 |
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
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| 47811 |
XSD Retrieval MCP Server
Claim
Enables users to retrieve, validate, and analyze XSD files from URLs or local p…
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| 47812 |
NotePilot
Claim
A Python MCP server that exposes note management tools (create, search, update,…
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| 47813 |
flickr-mcp
Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
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| 47814 |
notebooklm-mcp-2026
Claim
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
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| 47815 |
Taste
Claim
Expert review for AI agents. On-chain proof of human review.
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| 47816 |
MCP Generate Unit Testing Server
An intelligent Model Context Protocol (MCP) s…
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| 47817 |
GitHub MCP Server
Claim
Enables comprehensive interaction with GitHub repositories, including code mana…
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| 47818 |
AntFeed
Claim
Discover and transact on the AntSeed P2P AI network from any MCP-compatible age…
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| 47819 |
AdmitBase Admissions
Claim
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
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| 47820 |
nordic-data
Claim
Global B2B intelligence for AI agents: 35M+ companies, 1.6M sanctions, KYB pack…
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| 47821 |
cchub
Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
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| 47822 |
filevine-mcp
Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
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| 47823 |
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
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| 47824 |
Raindrop.io
Claim
Manage and curate your Raindrop.io bookmarks, collections, and tags without lea…
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| 47825 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
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| 47826 |
MCP server that provides npm package information for AI agents during TypeScrip…
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| 47827 |
A lightweight gateway server that provides a unified connection entry point for…
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| 47828 |
run402-mcp
Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
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| 47829 |
sales
Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
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| 47830 |
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
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| 47831 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 47832 |
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
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| 47833 |
Twitch-Streamer-Server
Claim
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
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| 47834 |
ShotAPI
Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
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| 47835 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 47836 |
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
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| 47837 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
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| 47838 |
Meilisearch API Server
Claim
Provide AI models with seamless access to Meilisearch's powerful search and ind…
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| 47839 |
LINZA
Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
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| 47840 |
agoradigest-mcp
Claim
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
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| 47841 |
testing
Claim
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| 47842 |
XRPL Wallet Risk Score
Claim
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
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| 47843 |
Respira WordPress MCP
Claim
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
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| 47844 |
One MCP, many parsers
Claim
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
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| 47845 |
Sling CLI MCP server for querying any database, running data pipelines and mana…
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| 47846 |
GetCurrentOffer
Claim
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
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| 47847 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
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| 47848 |
Olostep MCP server for web scraping, google search and website urls search.
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| 47849 |
Plate MCP
Claim
Lightweight project management for teams and AI agents.
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| 47850 |
Secure integration between AI tools and Egnyte content with search, analysis, a…
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