MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61051 |
hub
Claim
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| 61052 |
paperless-ngx-mcp
Claim
Enables Claude AI to interact with Paperless-NGX document management through na…
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| 61053 |
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
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| 61054 |
cloud-support-mcp
Claim
MCP server for Google Cloud Support API v2. Provides tools for managing Google …
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| 61055 |
vallt
Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
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| 61056 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 61057 |
cachyos-mcp
Claim
All-in-one Arch/CachyOS deep system control MCP server. It provides pacman + AU…
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| 61058 |
SF Symbols MCP
Claim
MCP server for searching and exporting Apple SF Symbols as true vector SVGs.
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| 61059 |
geometry-dash-mcp-geode
Claim
Enables AI-powered creation, analysis, and visualization of Geometry Dash level…
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| 61060 |
COTI Private Messaging
Claim
Private encrypted agent messaging, hidden state exchange, delegation, and priva…
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| 61061 |
embedded-docs
Claim
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
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| 61062 |
Archivist AI
Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
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| 61063 |
Pipedrive MCP
Claim
Enables natural language interaction with Pipedrive CRM via Claude Code, allowi…
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| 61064 |
david-mcp6
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| 61065 |
jira-mcp-server
Claim
Enables AI assistants like Claude to interact with Jira for project management …
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| 61066 |
Enables AI agents to manage dotfiles using git bare repos, supporting tracking,…
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| 61067 |
Agent Communication MCP
Claim
Facilitates autonomous AI agent collaboration on software projects through file…
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| 61068 |
AthenaMCPServer
Claim
An MCP server that allows AI assistants to execute SQL queries against Amazon A…
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| 61069 |
ProofFlow
Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
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| 61070 |
An MCP server that provides access to Vikunja, a self-hosted task management so…
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| 61071 |
Pairoa
Claim
Your AI meets theirs before you do — private matching for needs, offers, and op…
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| 61072 |
github-mcp
Claim
Enables AI assistants to interact with GitHub repositories, issues, pull reques…
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| 61073 |
CSE MCP Intelligence
Claim
Institutional-grade MCP server for the Colombo Stock Exchange. Features real-ti…
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| 61074 |
Gists MCP Server
Claim
Enables Claude to manage GitHub Gists as an intelligent code library, allowing …
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| 61075 |
signupgenius-mcp
Claim
SignUpGenius for Claude — sign-ups, slot reports, and groups. Free accounts or …
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| 61076 |
A Model Context Protocol server that uses Git as a backend for a collaborative …
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| 61077 |
mcp-acedatacloud
Claim
Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usag…
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| 61078 |
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
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| 61079 |
MCProbe
Claim
A stdio MCP server that audits other MCP servers over the live protocol. It con…
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| 61080 |
perplexity-mcp-server
Claim
Enables interaction with Perplexity AI through MCP tools for chatting, searchin…
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| 61081 |
Polyforge MCP Server
Claim
Enables AI assistants to interact with the Polyforge prediction market platform…
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| 61082 |
Provides intelligent weekly schedule analysis from Google Calendar, including d…
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