MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 2 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63051 |
ckb
Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
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| 63052 |
This MCP server enables AI assistants to interact with a SQLite database throug…
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| 63053 |
inventree-mcp-plugin
Claim
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
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| 63054 |
netloc8-mcp
Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
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| 63055 |
serena
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| 63056 |
openi
Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
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| 63057 |
MapSpring MCP Server
Claim
Enables enterprise database schema exploration and Spring Boot code generation …
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| 63058 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST A…
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| 63059 |
Opti-MCP
Claim
Enables AI assistants to solve linear, integer, mixed-integer, and knapsack opt…
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| 63060 |
Provides UI architecture analysis for converting Figma designs or web pages int…
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| 63061 |
MCP Lab Weather Server
Claim
Real-time US weather data via MCP tools: fetch weather alerts by state and fore…
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| 63062 |
opencode-docs-mcp
Claim
Enables AI models to search, browse, and retrieve full content of OpenCode docu…
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| 63063 |
PRD Creator MCP Server
Claim
Enables AI systems to generate detailed, well-structured Product Requirements D…
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| 63064 |
Modular RAG MCP Server
Claim
A modular RAG (Retrieval-Augmented Generation) service framework with pluggable…
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| 63065 |
tushare-mcp-http
Claim
A MCP server that provides HTTP-based access to Tushare financial data, enablin…
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| 63066 |
ChemMCP
Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
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| 63067 |
SOLVE-IT MCP Server
Claim
This MCP server wraps the SOLVE-IT digital forensics knowledge base, enabling L…
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| 63068 |
code-review-mcp
Claim
An MCP server for automated code review of GitHub pull requests. It checks secu…
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| 63069 |
MCP Diagram Server
Claim
Enables creating, manipulating, and managing Mermaid diagrams with automatic sa…
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| 63070 |
hotmart-mcp
Claim
Enables querying Hotmart sales, subscriptions, members area, products, and coup…
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| 63071 |
FlowDot MCP Server
Claim
Connect any MCP-compatible AI client to the entire FlowDot platform, enabling m…
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| 63072 |
Governed MCP server for DMTF Redfish BMCs. Read-only by default; writes are opt…
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| 63073 |
up-law-mcp
Claim
A template for building legal MCP servers that enforces source citation to redu…
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| 63074 |
mcp-gdocs
Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
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| 63075 |
MCP Dev Suite
Claim
A unified set of developer tools including file search/replace, SQLite queries,…
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| 63076 |
nhplug-mcp
Claim
Enables Claude to call NH Investment & Securities Open API for Korean stock mar…
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| 63077 |
Cassini Mission Plan MCP
Claim
A read-only MCP server over the Cassini-Huygens mission dataset exposing tools …
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| 63078 |
Calculator MCP Server
Claim
A calculator-focused MCP server with TypeScript and Zod validation, providing t…
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| 63079 |
etsy-mcp-server
Claim
A full-featured MCP server for the Etsy Open API v3 that enables managing an Et…
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| 63080 |
tdhc
Claim
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| 63081 |
taiwan-data-hub
Claim
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
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| 63082 |
Kali MCP Server
Claim
Enables running Kali Linux security tools and commands in a containerized envir…
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| 63083 |
Freshdesk MCP Server
Claim
An MCP server implementation that integrates with Freshdesk, enabling AI models…
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| 63084 |
Silicon MCP
Claim
A Model Context Protocol server for the Silicon Product API that enables search…
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| 63085 |
Lanalyzer MCP Server
Claim
Enables AI models to perform static taint analysis on Python code, detecting se…
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| 63086 |
Pro Tools MCP Server
Claim
Enables AI assistants to control Pro Tools via the PTSL gRPC API, providing ses…
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| 63087 |
airly
Claim
Enables natural language interaction with air quality data from Airly, includin…
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| 63088 |
stitch-pro-mcp
Claim
An intelligent MCP server for Google Stitch that generates production-ready UI …
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| 63089 |
Recruit CRM MCP Server
Claim
Enables AI tools like Claude and Codex to access and manage Recruit CRM data in…
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| 63090 |
senior_analyst
Claim
A business analysis MCP server with financial data, industry modeling, valuatio…
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| 63091 |
Neo0 MCP Server
Claim
A coordinate-based semantic addressing system for AI agents, providing tools to…
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| 63092 |
Reflect MCP Server
Claim
An unofficial MCP server that enables adding content to daily notes, creating n…
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| 63093 |
avengers-squad
Claim
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| 63094 |
Bruin
Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
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| 63095 |
UCO Bank MCP Server
Claim
Enables interaction with UCO Bank APIs through the Model Context Protocol, supp…
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| 63096 |
Provides a standardized interface to interact with Serpapi's search engine resu…
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| 63097 |
Supabase MCP Server
Claim
A Model Context Protocol server that enables AI assistants to perform CRUD oper…
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| 63098 |
OpenShift SRE Copilot
Claim
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
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| 63099 |
MT5 Multi-Account MCP
Claim
Enables read and execution access to multiple MetaTrader 5 accounts, allowing a…
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| 63100 |
Mipiti MCP Server
Claim
Lets AI coding agents generate and manage threat models, controls, assumptions,…
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