MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37351 |
MCP Nexus
Claim
Enables universal access to MCP tools and capabilities from external clients, c…
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| 37352 |
agent-memory-hub
Claim
Enables AI agents to store, search, and retrieve long-term memories with BM25 f…
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| 37353 |
rag-mcp-server
Claim
Enables Claude Code to index and semantically search through PDFs, code, and do…
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| 37354 |
Mail Digest MCP Server
Claim
Provides tools to manage work email: list/search/get emails and draft replies v…
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| 37355 |
DataPacket MCP Server
Claim
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
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| 37356 |
Smart Clip MCP
Claim
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
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| 37357 |
hx-multianim-mcp
Claim
Connects MCP clients to a running hx-multianim game via DevBridge for scene ins…
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| 37358 |
Orbixio Studio
Claim
MCP server for generating and managing YouTube video scripts with human-in-the-…
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| 37359 |
keenetic-mcp
Claim
An MCP server that lets an AI assistant manage your Keenetic router in plain la…
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| 37360 |
Remote MCP Server
Claim
Enables deploying a remote MCP server on Cloudflare Workers with OAuth, allowin…
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| 37361 |
ukraine.com.ua MCP
Claim
MCP server for the adm.tools / ukraine.com.ua hosting API, providing tools to m…
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| 37362 |
Telegram Community MCP
Claim
Enables hybrid search over Telegram community message history, combining full-t…
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| 37363 |
mcp-graph-engine
Claim
A graph database MCP server that lets AI assistants build, analyze, and visuali…
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| 37364 |
solana-agent-mcp
Claim
Real-time Solana pump.fun token scanner with MCP stdio transport and HTTP API. …
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| 37365 |
nextcloud-mcp
Claim
MCP server integrating Nextcloud services (tasks, calendar, notes, email, files…
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| 37366 |
carly-cli
Claim
Agent-native MCP server for Carly, the AI scheduling assistant. Exposes 11 tool…
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| 37367 |
AgentCost
Claim
MCP server that analyzes AI agent session logs to find token waste and optimiza…
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| 37368 |
kibana-mcp
Claim
Enables AI assistants to manage Kibana security alerts, rules, and exception li…
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| 37369 |
PostGIS Yukon MCP
Claim
Enables natural language and geospatial queries on PostGIS databases, with 32 t…
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| 37370 |
An open-source MCP server that lets AI assistants read, create, search, and man…
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| 37371 |
Raven
Claim
Design intelligence for coding agents: audits, design systems, and a taste prof…
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| 37372 |
mcp-research
Claim
Enables academic bibliographic search across arXiv, Semantic Scholar, and Googl…
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| 37373 |
Leave Manager Plus
Claim
Manage employee leave with quick lookups for balances, histories, and recent ac…
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| 37374 |
mcp-roo-memory
Claim
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
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| 37375 |
Enables AI assistants to securely browse, search, inspect, and understand local…
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| 37376 |
skills-mcp
Claim
Enables Claude/MCP agents to search, list, get details, and generate install co…
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| 37377 |
Oolkin
Claim
AI colleagues that keep your standards, your project and their reasoning betwee…
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| 37378 |
D Fetcher
Claim
Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn…
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| 37379 |
Weather MCP
Claim
Minimal MCP server exposing today's weather for a city via tool, resource, and …
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| 37380 |
AiderMCP
Claim
Enables AI-powered code editing and development tasks through natural language …
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| 37381 |
mcp-usgs-volcano
Claim
USGS Volcano MCP server providing access to volcano hazards data from the HANS-…
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| 37382 |
pg-mnemosyne-mcp
Claim
A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent …
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| 37383 |
kenall-mcp
Claim
MCP server that provides access to the Kenall postal code API for Japanese addr…
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| 37384 |
terminal-use-mcp
Claim
Local + remote terminal interaction control MCP Server. Lets AI agents control …
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| 37385 |
Apidog Sync MCP Server
Claim
MCP server for reading, writing, and organizing API documentation in Apidog.
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| 37386 |
arxiv-mcp
Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
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| 37387 |
Exa MCP Server
Claim
Connect AI assistants to Exa's search capabilities: web search, code search, an…
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| 37388 |
pramana-mcp
Claim
Enables citation-audited deep research with tools for web-grounded answers, sou…
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| 37389 |
Cloud Storage Agent
Claim
An MCP server deployed on Cloud Run that enables reading Cloud Storage and leve…
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| 37390 |
shipswiftcomponents-mcp
Claim
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
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| 37391 |
Inky MCP Server
Claim
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
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| 37392 |
agora
Claim
Espacio compartido y persistente por repositorio para sesiones de Claude Code: …
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| 37393 |
A remote MCP server deployable on Cloudflare Workers without authentication, en…
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| 37394 |
AWS MCP Server
Claim
Enables interaction with AWS services (EC2, S3, Lambda, DynamoDB, etc.) through…
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| 37395 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 37396 |
MCP-DB-Server
Claim
Enables natural language querying of SQL databases with robust safety guarantee…
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| 37397 |
Thinking Agent MCP
Claim
Enables thinking models to extend their reasoning by outsourcing parts of the c…
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| 37398 |
andy-weather-mcp-server
Claim
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| 37399 |
Veroq
Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
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| 37400 |
anthropic-mcp
Claim
Provides access to Claude models, message creation, token counting, and batch p…
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