MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40751 |
ICF MCP Server
Claim
Enables lookup, search, browsing, and explanation of WHO's International Classi…
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| 40752 |
sevdesk-mcp
Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
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| 40753 |
boq-mcp
Claim
Enables natural language management of BOQ/Tendix project data, including hiera…
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| 40754 |
IFTTT MCP Proxy
Claim
Enables stdio-only MCP clients to connect to IFTTT's remote MCP server by handl…
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| 40755 |
K-Personal MCP
Claim
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
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| 40756 |
debug-test-mcp
Claim
MCP server for debugging MCP host/client custom header implementation, with a t…
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| 40757 |
Basketeer
Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
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| 40758 |
animica
Claim
OpenAI-compatible AI inference, code, embeddings & agent tools for bots — and m…
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| 40759 |
chaprola
Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
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| 40760 |
sampling-mcp
Claim
A minimal FastMCP server demonstrating the sampling mechanism, where the server…
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| 40761 |
DevReview MCP Server
Claim
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
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| 40762 |
Software MCP Server
Claim
Enables LLMs to list, open, and close installed software on Windows, macOS, and…
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| 40763 |
menami
Claim
Personalized restaurant recommendations, table bookings, and delivery via MCP, …
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| 40764 |
server_
Claim
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| 40765 |
MCP DuckDuckGo
Claim
Enables AI assistants to search the internet using DuckDuckGo and extract clean…
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| 40766 |
Analyzes Amazon products with comprehensive insights including pricing, feature…
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| 40767 |
mcp-ftp-server
Claim
Enables FTP file operations such as upload, download, list, and delete directly…
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| 40768 |
pan-mcp-relay
Claim
Security-enhanced MCP Relay/Proxy server providing real-time AI threat protecti…
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| 40769 |
renovate-mcp
Claim
An MCP server for interactively reading, validating, previewing, and saving Ren…
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| 40770 |
nanobanana-mcp-server
Claim
An MCP server that provides AI image generation using Google Gemini models with…
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| 40771 |
AURA MCP Server
Claim
Provides tools to cache answers, run local compute, and retrieve stats, reducin…
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| 40772 |
Provides a standardized interface for interacting with Google-Gemini's tools an…
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| 40773 |
cloak-search-mcp
Claim
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
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| 40774 |
hedgedoc-mcp-server
Claim
Enables creating, reading, and managing HedgeDoc 1.x notes and Mermaid diagrams…
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| 40775 |
Grafyx
Claim
Enables AI coding assistants to understand codebase architecture in real time b…
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| 40776 |
genesys-memory
Claim
Open-source causal memory for AI agents: persistent, explainable, MCP-native me…
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| 40777 |
panini-connector-mcp
Claim
Install + verify the panini-connector SDK on self-hosted sites, driven by AI ag…
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| 40778 |
Investor Data Server
Claim
Provide seamless access to investor data through a dedicated MCP server. Enable…
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| 40779 |
Enables sending messages, managing templates, uploading media, and configuring …
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| 40780 |
Update Night MCP
Claim
Provides tools for AI assistants to search and explore the Update Night catalog…
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| 40781 |
cursor-search-mcp
Claim
Exposes Cursor's semantic code search through MCP, enabling tools like codebase…
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| 40782 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 40783 |
sonic-boom
Claim
Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that …
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| 40784 |
MCP Mercado Público
Claim
Allows AI assistants to query public procurement opportunities, purchase orders…
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| 40785 |
agentloopkit
Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
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| 40786 |
biomarker-mcp
Claim
Enables querying celltype markers from CellMarker database using natural langua…
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| 40787 |
mcp-proxy
Claim
Bypasses Claude Desktop sandbox network restrictions by providing tools to fetc…
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| 40788 |
mealie-mcp
Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
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| 40789 |
snow-mcp
Claim
An MCP server for interacting with a ServiceNow instance via its Table API, ena…
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| 40790 |
my-mcp-ssh
Claim
An MCP server that enables large language models to connect to remote servers v…
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| 40791 |
hachanha-mcp
Claim
MCP server that converts user requests into deliberately poor drawing prompts, …
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| 40792 |
Enables context-powered task management on Trello boards, automatically creatin…
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| 40793 |
mcp-just-seek-knowledge
Claim
Stores and searches AI-generated knowledge about software projects, enabling Cu…
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| 40794 |
BigQuery MCP Server
Claim
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
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| 40795 |
MCP Data Cook County
Claim
Enables AI agents to search, query, and retrieve metadata from the Cook County …
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| 40796 |
creci-sp-api
Claim
MCP server for querying real estate agents registered with CRECI-SP. Enables se…
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| 40797 |
mcp
Claim
Fail-closed policy gate for AI agent actions, with local evaluation and native …
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| 40798 |
Optimike Obsidian MCP
Claim
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
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| 40799 |
Weather MCP
Claim
Minimal MCP server exposing today's weather for a city via tool, resource, and …
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| 40800 |
Logica Mind
Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
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