MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51051 |
wikijs-mcp
Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
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| 51052 |
digital-human-library
Claim
MCP server for creating and managing digital human models with built-in EU AI A…
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| 51053 |
cellc-mcp
Claim
Wraps the cellc CellScript compiler so that an AI can write, check, explain, an…
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| 51054 |
노리톡 버디
Claim
노리톡 버디는 카카오톡 안에서 대화하는 성장형 AI 캐릭터 친구입니다. 사용자의 기분, 목표, 관심사를 바탕으로 오늘의 작은 미션과 응원 메시…
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| 51055 |
mcp-arcgis-princewilliam
Claim
MCP server for accessing Prince William County, Virginia geospatial data (ArcGI…
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| 51056 |
agr_postgres_mcp
Claim
Enables interaction with PostgreSQL databases via psql, supporting SQL queries,…
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| 51057 |
sheet-compressor
Claim
Compresses spreadsheets into compact encodings, enables Q&A on sheet content, a…
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| 51058 |
Smithery Scaffold
Claim
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
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| 51059 |
mcp-clipstream
Claim
Captures copyable text from Claude Code terminal output before it's mangled by …
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| 51060 |
Agent Search MCP
Claim
Free multi-source web search server for AI agents, with confidence scoring and …
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| 51061 |
Databricks MCP Server
Claim
Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing…
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| 51062 |
sqli-detector
Claim
Enables AI-assisted security assessments by scanning URLs for SQL injection vul…
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| 51063 |
ckb
Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
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| 51064 |
inventree-mcp-plugin
Claim
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
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| 51065 |
netloc8-mcp
Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
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| 51066 |
This MCP server enables AI assistants to interact with a SQLite database throug…
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| 51067 |
MapSpring MCP Server
Claim
Enables enterprise database schema exploration and Spring Boot code generation …
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| 51068 |
serena
Claim
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| 51069 |
rootpilot-ssh-diagnose
Claim
Read-only SSH server diagnostics via a fixed 38-command whitelist; secrets reda…
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| 51070 |
openi
Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
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| 51071 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST A…
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| 51072 |
Opti-MCP
Claim
Enables AI assistants to solve linear, integer, mixed-integer, and knapsack opt…
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| 51073 |
Provides UI architecture analysis for converting Figma designs or web pages int…
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| 51074 |
MCP Lab Weather Server
Claim
Real-time US weather data via MCP tools: fetch weather alerts by state and fore…
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| 51075 |
opencode-docs-mcp
Claim
Enables AI models to search, browse, and retrieve full content of OpenCode docu…
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| 51076 |
Modular RAG MCP Server
Claim
A modular RAG (Retrieval-Augmented Generation) service framework with pluggable…
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| 51077 |
tushare-mcp-http
Claim
A MCP server that provides HTTP-based access to Tushare financial data, enablin…
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| 51078 |
PRD Creator MCP Server
Claim
Enables AI systems to generate detailed, well-structured Product Requirements D…
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| 51079 |
Elasticsearch MCP Server
Claim
An MCP server that enables AI assistants to directly interact with Elasticsearc…
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| 51080 |
ae-mcp
Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
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| 51081 |
xcircl
Claim
Enables querying US regulated-care providers (GLP-1 clinics) with tools for sea…
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| 51082 |
Apple MCP
Claim
Enables AI agents to access iCloud Calendar, Reminders, and Mail with configura…
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| 51083 |
Weather MCP Server
Claim
Provides weather information and time utilities for AI assistants, enabling the…
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| 51084 |
salban-mcp-server
Claim
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
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| 51085 |
Exposes the product catalog of Bioquímica.cl as an MCP tool, enabling natural l…
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| 51086 |
Skill Loader MCP Server
Claim
Enables discovering, fetching, validating, and converting Claude skills from th…
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| 51087 |
LeyChile MCP
Claim
MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…
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| 51088 |
ssh-mcp
Claim
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| 51089 |
Screenshot MCP Gateway
Claim
A unified MCP server that combines screenshot capture with HTTP/SSE gateway for…
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| 51090 |
Viincci RAG MCP Server
Claim
A basic MCP server that always responds with 'viincci_rag' to any prompt, usefu…
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| 51091 |
Irenic Table
Claim
A free, general-purpose, collaborative, virtual whiteboard app in the spirit of…
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| 51092 |
eGov MCP — Cameroun
Claim
AI-native eGovernment platform for Cameroonian public services, providing tools…
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| 51093 |
Fandom Wiki MCP Server
Claim
A generic MCP server that allows searching and retrieving articles, summaries, …
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| 51094 |
LangGraph RAG MCP
Claim
Retrieval-Augmented Generation system serving LangGraph documentation through t…
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| 51095 |
mindkeg-mcp
Claim
Helps AI coding agents remember what they learn across sessions by storing and …
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| 51096 |
Tunova
Claim
Generate music with Suno (v5.5) from any MCP client — async, and billed only on…
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| 51097 |
orcalayer-mcp
Claim
Enables smart-money whale and market analytics for Polymarket, including leader…
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| 51098 |
Teams MCP
Claim
Enables AI assistants to interact with Microsoft Teams, users, and organization…
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| 51099 |
local-env-mcp
Claim
Exposes your local machine's filesystem, git, shell, network, databases, and sy…
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| 51100 |
WhatsApp MCP Server
Claim
Provides a standardized interface for interacting with WhatsApp through the Gre…
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