MCP Server Quality Scores
Independent quality analysis of 62662 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34051 |
koncepto
Claim
Semantic concept graph MCP server for codebases — what your code means, not jus…
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| 34052 |
Flarelink
Claim
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI codin…
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| 34053 |
gemini-search-mcp
Claim
MCP server for web search powered by Google AI Mode (Gemini). Enables any AI ag…
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| 34054 |
roblox-mcp-bridge
Claim
Connects Roblox Studio to local AI agents via HTTP, allowing them to control St…
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| 34055 |
A production-ready MCP server that enables Claude and other LLMs to generate im…
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| 34056 |
LightRAG MCP Server
Claim
MCP server for integrating LightRAG with AI tools. Provides a unified interface…
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| 34057 |
crypto-earn-mcp
Claim
Provides market data and user position information from earn providers like AAV…
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| 34058 |
okf-mcp
Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
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| 34059 |
@suiware/mcp
Claim
Enables AI assistants to interact with Sui Network through tools for balance ch…
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| 34060 |
mcp-rando-server
Claim
Cryptographically secure random number generation and randomized resources, inc…
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| 34061 |
cve-mcp
Claim
Unifies NVD, EPSS, CISA KEV, GitHub Advisory, and OSV into a single MCP server,…
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| 34062 |
aps-mcp-server-nodejs
Claim
Provides access to Autodesk Platform Services API, enabling interaction with AC…
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| 34063 |
nws-mcp-server
Claim
MCP server that integrates the National Weather Service API to fetch weather al…
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| 34064 |
StickyInc
Claim
Captures commitments from LLM conversations into a persistent local task list s…
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| 34065 |
Provides access to Victoria, Australia's public holidays and important dates vi…
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| 34066 |
Linux MCP Server
Claim
Enables remote execution of Linux commands via SSH, supporting system monitorin…
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| 34067 |
kitty-hive
Claim
MCP server for multi-agent collaboration enabling AI agents to communicate, del…
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| 34068 |
Enables customer support across e-commerce platforms by providing order managem…
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| 34069 |
react-profiler-mcp
Claim
Streams live React profiler data to AI agents, enabling them to analyze perform…
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| 34070 |
mapsi-mcp
Claim
Geospatial API tools for AI agents — geocoding, reverse geocoding, routing, iso…
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| 34071 |
Shopify MCP
Claim
A Model Context Protocol server that connects AI agents to the Shopify Admin Gr…
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| 34072 |
Bit2Me MCP Server
Claim
Enables AI assistants to interact with the Bit2Me cryptocurrency ecosystem, inc…
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| 34073 |
faceit-mcp
Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
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| 34074 |
heatpump-mcp-server
Claim
AI assistants can size heat pumps, estimate energy costs, and verify cold-clima…
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| 34075 |
Gemini MCP Tool
Claim
MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
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| 34076 |
agentic-swmm-workflow
Claim
Eleven MCP servers exposing a reproducible EPA SWMM stormwater-modelling workfl…
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| 34077 |
minizinc-mcp
Claim
Enables solving constraint satisfaction and optimization problems using MiniZin…
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| 34078 |
iMessage Bridge for Poke
Claim
Enables reading and sending iMessages through Poke via a local Mac server, with…
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| 34079 |
3DP MCP Server
Claim
Enables Claude to create 3D-printable CAD models using build123d, with tools fo…
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| 34080 |
MCP MS SQL Server
Claim
A Model Context Protocol (MCP) server for Microsoft SQL Server that provides to…
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| 34081 |
entroute
Claim
Enables web search for AI agents with pay-per-search in USDC, no API keys neede…
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| 34082 |
MySQL MCP Server
Claim
Enables interaction with MySQL databases through MCP tools for querying table s…
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| 34083 |
MCP Server
Claim
An MCP server that provides document management capabilities including reading,…
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| 34084 |
arcana-mcp
Claim
Semantic vector DB as an MCP server for Claude Code — SQLite + FTS5 + local ONN…
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| 34085 |
File Search MCP
Claim
Search local file contents recursively with keyword matching
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| 34086 |
Eclincher
Claim
Publish, schedule, moderate your social inbox, and pull analytics across every …
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| 34087 |
SolidWorks MCP Server
Claim
A Node.js MCP server that connects AI assistants to SolidWorks for CAD automati…
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| 34088 |
secoda-analysis-mcp
Claim
A read-only MCP server for exploring and analyzing a Secoda data catalog, enabl…
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| 34089 |
Respan MCP Server
Claim
Enables AI assistants to access and manage Respan logs, traces, customers, and …
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| 34090 |
Wiro MCP Server
Claim
Official MCP server for Wiro AI that provides access to hundreds of AI models f…
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| 34091 |
DigiKey MCP Server
Claim
Enables searching and retrieving product information from DigiKey's API, includ…
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| 34092 |
mcp-server
Claim
Enables uploading and managing Postman collections, environments, and data file…
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| 34093 |
lt-eli-mcp
Claim
Searches Lithuanian legislation by title and fetches full text from the Registe…
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| 34094 |
ansys-aedt-mcp
Claim
Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc…
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| 34095 |
nodedex
Claim
Your project's decision history for agents: decisions, dead-ends, constraints -…
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| 34096 |
mcp-kraken
Claim
An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API ove…
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| 34097 |
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
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| 34098 |
mcp-server-filemaker
Claim
An MCP server that provides AI assistants with direct access to FileMaker datab…
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| 34099 |
MCP Contract Auditor
Claim
Fetches verified EVM smart contract source code, scans for vulnerabilities, ana…
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| 34100 |
mcp-pkm-logseq
Claim
Enables interaction with your Logseq personal knowledge management system via M…
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