MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32351 |
velog_mcp
Claim
Enables Claude to directly create and publish posts on Velog through reverse-en…
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| 32352 |
Agent
Claim
Any AI, replaces Claude Code, Cursor, Open Claw. 17+ LLM providers (Claude, Ope…
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| 32353 |
sebit-mcp
Claim
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| 32354 |
Autotask MCP Server
Claim
Gives AI assistants direct access to Autotask PSA for searching tickets, creati…
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| 32355 |
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
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| 32356 |
test
Claim
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| 32357 |
Refactoring MCP
Claim
Exposes structured prompt generation tools for refactoring protocol and governa…
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| 32358 |
TVControl
Claim
MCP server that lets AI agents directly control and interact with the TradingVi…
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| 32359 |
Chrome DevTools MCP
Claim
Enables AI coding assistants to control and inspect a live Chrome browser for a…
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| 32360 |
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
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| 32361 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 32362 |
Solana MCP by Vybe
Claim
Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable…
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| 32363 |
YADE MCP Server
Claim
MCP server for YADE — open-source DEM engine. Browse API docs, run simulations,…
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| 32364 |
maxion-mcp-gateway
Claim
Join us at the frontier of efficiency. This hardware-level optimization suite, …
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| 32365 |
worksia
Claim
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| 32366 |
Servidor MCP Universal
Claim
A production-grade MCP server that centralizes AI integrations for Appwrite, Su…
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| 32367 |
tutor-mcp-ts
Claim
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| 32368 |
chat
Claim
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| 32369 |
MCP Agents Server
Claim
Facilitates interaction and context sharing between AI models using the standar…
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| 32370 |
agent-comms-mcp
Claim
Enables multiple Claude Code instances to communicate through direct messages a…
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| 32371 |
Deskdrop
Claim
Android keyboard with local AI (Ollama, Whisper, MCP) or cloud (Gemini, Groq, O…
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| 32372 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 32373 |
animalhouse
Claim
A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolut…
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| 32374 |
A Model Context Protocol server that enables users to control and interact with…
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| 32375 |
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
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| 32376 |
Exegol MCP Server
Claim
Provides secure access to Exegol penetration testing tools for CTF competitions…
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| 32377 |
climate
Claim
Climate MCP — wraps Open-Meteo Climate API (free, no auth)
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| 32378 |
dronelyticsio
Claim
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
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| 32379 |
agentscore
Claim
MCP security trust layer: scan packages, inspect repos, check exposure, monitor…
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| 32380 |
selvo
Claim
Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fi…
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| 32381 |
remember-memory
Claim
Organize and recall important context across projects. Save key details, retrie…
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| 32382 |
Perigon News API Server
Claim
Provide real-time access to comprehensive news data including articles, stories…
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| 32383 |
simple_mcp
Claim
MCP server for analyzing Perl code with Perl::Critic, enabling code quality che…
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| 32384 |
Invoice Parser MCP
Claim
Enables AI agents to extract structured JSON from invoices and receipts in PDF …
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| 32385 |
Crawlio MCP
Claim
AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl c…
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| 32386 |
MCP SSE Proxy
Claim
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
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| 32387 |
clio-mcp
Claim
An MCP server for Clio Manage legal practice management software that enables C…
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| 32388 |
prolink
Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
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| 32389 |
PyForge IDE
Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
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| 32390 |
runpod-mcp
Claim
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| 32391 |
ai-visibility-scanner
Claim
Scan websites for AI visibility and marketing health with interactive dashboard.
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| 32392 |
pwndbg-lldb-mcp
Claim
An MCP server that exposes pwndbg commands running under LLDB as tools for AI a…
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| 32393 |
comfyui-mcp-server
Claim
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
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| 32394 |
railrouter-lite
Claim
RailRouter Lite is a real, production-ready MCP server implementing the Model C…
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| 32395 |
sqlite-mcp-server5
Claim
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| 32396 |
yahoo-finance-mcp
Claim
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| 32397 |
sqlite-mcp-server2
Claim
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| 32398 |
nyc-friend
Claim
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| 32399 |
sss
Claim
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| 32400 |
@mobilpay/mcp-server
Claim
An MCP server for KG Financial's payment services integration, enabling AI codi…
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