MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46001 |
Canvas
Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
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| 46002 |
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
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| 46003 |
project-memory-mcp
Claim
Persistent AI knowledge base for Claude via Model Context Protocol — fully offl…
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| 46004 |
recall
Claim
Enables agents to query across all their memory stores (brain, team, reading, c…
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| 46005 |
semantic-pen-mcp-server
Claim
Enables creating, viewing, and managing articles and projects via Claude Code a…
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| 46006 |
reddit_mcp
Claim
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| 46007 |
nomadpoint
Claim
Plan trips and track visa days per traveller across 39,601 entry rules
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| 46008 |
court-listener
Claim
Enables AI agents to query and access legal data from the Free Law Project's Co…
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| 46009 |
brag-fast
Claim
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| 46010 |
cli
Claim
Git-native context for AI coding agents — CLI and local MCP server
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| 46011 |
gimp-mcp
Claim
Enables AI agents to control GIMP 2.10 through its Script-Fu server, providing …
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| 46012 |
Maito MCP Server
Claim
Enables AI assistants to interact with Maito workspaces for task management, no…
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| 46013 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
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| 46014 |
infinitetalk-mcp
Claim
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
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| 46015 |
mcp-blanko
Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
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| 46016 |
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
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| 46017 |
volo-mcp
Claim
Give AI agents the ability to search private jets, compare aircraft, get quotes…
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| 46018 |
foldseek-mcp
Claim
Enables protein structure and sequence searches using FoldSeek, with support fo…
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| 46019 |
arr-mcp
Claim
A remote MCP server for managing your arr stack (Sonarr, Radarr, qBittorrent, S…
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| 46020 |
UVM 1.2 MCP
Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
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| 46021 |
sonsuchup-mcp
Claim
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
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| 46022 |
Provides intelligent web search capabilities using OpenAI's reasoning models, e…
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| 46023 |
toon-mcp
Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
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| 46024 |
Spaceflight News MCP
Claim
Enables AI agents to access spaceflight news data through the Pipeworx MCP gate…
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| 46025 |
Stata Executor MCP
Claim
Enables an agent to execute Stata do scripts or inline commands locally and ret…
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| 46026 |
Enables timezone conversion, astronomical calculations, and date utilities thro…
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| 46027 |
RAGFlow MCP Server
Claim
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
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| 46028 |
gridpane-mcp
Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
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| 46029 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 46030 |
mcp
Claim
Deterministic Chakra UI code from your Shippp design files, straight into your …
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| 46031 |
mcp-server
Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
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| 46032 |
filewash
Claim
Privacy-first file tools for AI agents — PDF & image ops, metadata scrubbing, b…
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| 46033 |
PilotGentic
Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
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| 46034 |
SpecFlow MCP Server
Claim
Provides an AI-driven four-stage software development workflow with role manage…
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| 46035 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
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| 46036 |
work-tracker-mcp
Claim
MCP server that tracks what you are working on. Logs are stored locally as one …
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| 46037 |
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
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| 46038 |
RequestBin MCP Server
Claim
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
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| 46039 |
manifest-mcp
Claim
Enables AI assistants to read and update a user's personal manifest (portable c…
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| 46040 |
GuruPDF
Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
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| 46041 |
LDAP Assistant MCP
Claim
Enables troubleshooting of LDAP directory services through natural language que…
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| 46042 |
6amdev-server-mcp
Claim
MCP server for managing Ubuntu servers with AI integration, enabling system mon…
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| 46043 |
MCP-Telecom
Claim
Bridges AI agents with network infrastructure, enabling secure read-only access…
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| 46044 |
macbot-mcp
Claim
Enables AI agents to control macOS applications through the Accessibility API, …
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| 46045 |
Enables AI agents to browse restaurants and menus for free, and place orders wi…
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| 46046 |
mcp-zotero
Claim
A Model Context Protocol server for Zotero integration that gives any LLM full …
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| 46047 |
Peru CPE invoices for AI agents - issue, query, void facturas/boletas via SUNAT…
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| 46048 |
llm-vision-mcp
Claim
A TypeScript MCP server that gives text-only LLMs image understanding through S…
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| 46049 |
form-backend
Claim
Cloudflare Workers MCP server: form-backend
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| 46050 |
VegaMCP
Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
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