MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52351 |
Automated MCP server for the Insider Design System. Enables AI assistants to di…
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| 52352 |
MarsNMe
Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
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| 52353 |
vechain-mcp-server-
Claim
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| 52354 |
Weather Israel MCP
Claim
Enables fetching weather forecasts for Israeli cities via browser automation wi…
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| 52355 |
Browser Runtime MCP
Claim
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
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| 52356 |
tinkoff-wealth-mcp
Claim
Enables personal AI-driven portfolio analysis and management for Tinkoff Invest…
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| 52357 |
Enables semantic search over knowledge-base articles and listing of sample supp…
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| 52358 |
Imagen Tools MCP Server
Claim
An MCP server for generating and editing images using Google Gemini Imagen via …
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| 52359 |
python-runner
Claim
Execute Python code via subprocess with timeout and error handling, returning s…
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| 52360 |
MCP Registry Search
Claim
Search and browse every MCP server in the Model Context Protocol registry.
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| 52361 |
server-id-test-1
Claim
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| 52362 |
Spectacle
Claim
An MCP server that lets Claude query, search, and explore OpenAPI specification…
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| 52363 |
telegram-mcp-server
Claim
Enables Claude to interact with Telegram, including listing chats, reading mess…
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| 52364 |
Httpstatus MCP
Claim
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
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| 52365 |
MCP Browser
Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
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| 52366 |
simple-mcp
Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
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| 52367 |
plaid-mcp
Claim
Self-hosted MCP server enabling Claude to query bank accounts, balances, and tr…
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| 52368 |
arm-code-mcp
Claim
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…
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| 52369 |
kickserv-mcp
Claim
MCP server for Kickserv field service management that enables AI agents to read…
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| 52370 |
FreeTicket MCP Server
Claim
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
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| 52371 |
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pri…
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| 52372 |
Openlaw MCP
Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
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| 52373 |
Voice Assistant MCP Demo
Claim
A cloud backend for a voice assistant that processes natural language commands,…
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| 52374 |
arcpro-mcp
Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
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| 52375 |
wrg-sigma-rules
Claim
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
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| 52376 |
Poke Google Docs MCP
Claim
A remote MCP server that lets your Poke agent create and edit Google Docs.
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| 52377 |
netskope-mcp
Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
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| 52378 |
An MCP server that provides expert knowledge on the OpenAI API, powered by RAG.…
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| 52379 |
drive-update-mcp
Claim
Enables Claude to update existing Google Drive files in place via a service acc…
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| 52380 |
videre-mcp
Claim
Bridges vision models to text-only coding models using Florence-2, enabling non…
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| 52381 |
polycodegraph
Claim
Multi-language code-graph MCP server with 18 tools for structural code queries …
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| 52382 |
loom
Claim
Provides persistent identity and memory for AI agents across MCP-compatible har…
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| 52383 |
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
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| 52384 | — | |||||||||
| 52385 |
gnews-mcp-server
Claim
MCP server providing access to the GNews API for fetching news articles and hea…
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| 52386 |
Milvus MCP Server
Claim
Enables LLMs to interact with Milvus vector database for search, query, and col…
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| 52387 |
weatherforensics-mcp
Claim
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
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| 52388 |
jazzcash-mcp
Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
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| 52389 |
pitchiq-mcp
Claim
Agent-native CRM + get-booked platform. Operate over MCP, or pay per call via x…
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| 52390 |
Kelnix Receipt MCP
Claim
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
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| 52391 |
ok
Claim
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| 52392 |
Free, no-account verification of KeyHalve-sealed documents. Read-only; never re…
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| 52393 |
Create, launch, and manage Meta + Google ads from Claude and ChatGPT.
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| 52394 |
kanban-tui
Claim
MCP server for kanban-tui, a terminal-based task manager, that exposes task, bo…
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| 52395 |
impots-mcp
Claim
Transforms Claude into a French tax assistant specialized in French taxation, c…
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| 52396 |
Doctor Claude
Claim
Provides Claude Code with access to peer-reviewed medical information from Medl…
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| 52397 |
kanboard-mcp
Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
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| 52398 |
Postman MCP Server
Claim
An MCP server that exposes Postman API requests as tools, enabling natural lang…
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| 52399 |
NVIDIA MCP
Claim
Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions,…
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| 52400 |
memory-mcp
Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
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