MCP Server Quality Scores
Independent quality analysis of 60600 public MCP servers
Last updated 2 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60501 |
git-mcp
Claim
Standalone MCP server for GitHub that enables repository management, branch ope…
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| 60502 |
Documize MCP Server
Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
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| 60503 |
ae-mcp
Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
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| 60504 |
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
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| 60505 |
Moon Banking MCP Server
Claim
Provides AI agents with live access to a global directory of consumer and busin…
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| 60506 |
Houdini MCP Server
Claim
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
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| 60507 |
gpt-codex-handoff
Claim
Enables Codex to delegate decision-making to an OpenAI reviewer for structured …
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| 60508 |
openclaw-syncralis
Claim
Industry-grade MCP gateway for OpenClaw environments with three core capabiliti…
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| 60509 |
Enables AI agents to read, edit, execute cells, and capture outputs from Jupyte…
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| 60510 |
Nuxt UI MCP Server
Claim
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
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| 60511 |
voteship
Claim
Manage feature requests, votes, roadmaps, and changelogs from any MCP client.
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| 60512 |
Enables interaction with Twilio API services including messaging, voice, and St…
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| 60513 |
Grokipedia MCP Server
Claim
Enables searching and retrieving content from Grokipedia, with tools for page l…
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| 60514 |
Hotels MCP Server
Claim
A Model Context Protocol (MCP) server that allows LLMs to search for hotels and…
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| 60515 |
Firefly III MCP Server
Claim
A Model Context Protocol server that provides programmatic access to Firefly II…
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| 60516 |
obsidian-mcp-fast
Claim
Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retri…
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| 60517 |
gleif-mcp-server
Claim
A Model Context Protocol server that provides access to the GLEIF REST API for …
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| 60518 |
polyg-mcp
Claim
A multi-graph memory MCP server that traces cause-effect chains across semantic…
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| 60519 |
MCP Domain Checker Price
Claim
Provides domain registration pricing from Joker.com and generates affiliate pur…
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| 60520 |
Flux Memory
Claim
Flux Memory is an MCP server that provides a self-organizing weighted graph mem…
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| 60521 |
Serves RootApp documentation files with search and retrieval capabilities, enab…
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| 60522 |
MCP Email Service
Claim
Enables sending emails (including mass emailing), querying, updating, and cance…
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| 60523 |
colber-mcp
Claim
Trust + coordination infrastructure for the agent economy. 27 tools across 6 Co…
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| 60524 |
React Native Debug MCP
Claim
Enables AI agents to inspect, log, and control React Native apps on Android emu…
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| 60525 |
Upstox MCP Server
Claim
Enables users to interact with the Upstox trading API via natural language to r…
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| 60526 |
eaight
Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
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| 60527 |
cirdan
Claim
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches liv…
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| 60528 |
vatnode-mcp
Claim
Official MCP server for **EU VAT validation** via the EU Commission's VIES serv…
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| 60529 |
diff-patch-tools
Claim
Cloudflare Workers MCP server: diff-patch-tools
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| 60530 |
youtube-gemini-mcp
Claim
Enables conversational analysis of YouTube videos using Gemini 2.5 Pro, support…
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| 60531 |
FinvizMCP
Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
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| 60532 |
Flowchart MCP
Claim
Enables AI assistants to create, edit, and export flowcharts through a local we…
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| 60533 |
Lovie Company Formation
Claim
Form companies, manage bank accounts, cards, invoices and more — directly from …
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| 60534 |
nl-opendata-mcp
Claim
Enables accessing and querying Dutch government open datasets from CBS and data…
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| 60535 |
Enables AI assistants to manage Empire listeners, stagers, agents, modules, and…
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| 60536 |
gmail-mcp-server
Claim
A secure MCP server that enables Claude to read, search, send, reply, forward, …
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| 60537 |
jade-memory
Claim
Two MCP servers (knowledge base and journal) enabling AI agents to persistently…
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| 60538 |
Enforces client-mandated development workflows with audit trails, state persist…
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| 60539 |
AI-OdooFinder
Claim
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
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| 60540 |
groupdocs-signature-mcp
Claim
MCP server for GroupDocs.Signature — sign, search and verify document signature…
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| 60541 |
blob-svg-mcp
Claim
MCP server for generating organic, customizable blob shapes as SVG using sinuso…
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| 60542 |
camacho-mcp
Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
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| 60543 |
stellavault
Claim
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault…
|
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| 60544 |
diff-explainer
Claim
AI-powered git diff analysis with human-readable explanations, risk flags, and …
|
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| 60545 |
Proximens Oracle
Claim
1000+ Generative Engine Optimization (GEO) principles exposed via MCP for AI ag…
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| 60546 |
qrouter
Claim
Quantum natural-language retrieval MCP server that ranks text passages by seman…
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| 60547 |
TickTick MCP Server
Claim
A security-hardened MCP server for TickTick that enables managing your tasks di…
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| 60548 |
avocado-ai
Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
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| 60549 |
pharos-guardskill
Claim
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
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| 60550 |
heu-mcp
Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
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