MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 8 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43301 |
AdSense MCP
Claim
A Model Context Protocol (MCP) server that gives Claude Desktop direct access t…
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| 43302 |
higgsMCP
Claim
Enables automating AI beauty influencer workflows—character creation, ad produc…
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| 43303 |
MCP server that wraps OpenAI's gpt-image-2 image generation API, enabling image…
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| 43304 |
mcp-arcgis-castateparks
Claim
Search and query California State Parks open geospatial datasets (parks, trails…
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| 43305 |
MCP Filesystem Python
Claim
A secure, read-only MCP server for browsing and searching files in a specified …
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| 43306 |
Enables Jira integration with dynamic configuration, time logging, task creatio…
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| 43307 |
MCP Local Context
Claim
A simple MCP server for local documentation with RAG capabilities, enabling AI …
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| 43308 |
LATS MCP Server
Claim
Enables systematic code investigation using Monte Carlo Tree Search to explore …
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| 43309 |
plex-mcp-server
Claim
Lets AI assistants browse your libraries, search media, get viewing recommendat…
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| 43310 |
Quartermaster
Claim
Offline, zero-dependency tool-router for MCP that funnels N tools down to a ran…
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| 43311 |
Enables LLMs to provide voice status updates via OpenAI TTS, ideal for backgrou…
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| 43312 |
ProofHub MCP Server
Claim
Enables AI assistants to fetch ProofHub task details, comments, and bug tracker…
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| 43313 |
l324
Claim
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| 43314 |
texting
Claim
Enables Claude to send and read iMessages on macOS, with human approval require…
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| 43315 |
sleeper-mcp
Claim
Provides read-only access to the Sleeper Fantasy Sports API for league info, ro…
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| 43316 |
Notion MCP Server
Claim
AI-friendly MCP server for Notion API, enabling agents to search, read, query, …
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| 43317 |
ha-dev-tools-mcp
Claim
Comprehensive development tools for Home Assistant, enabling file management, t…
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| 43318 |
Enables querying Portuguese cybersecurity regulations, guidance, advisories, an…
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| 43319 |
MCP server for analyzing building sustainability metrics via Excel, PDF, and fr…
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| 43320 |
max-docs
Claim
Provides comprehensive documentation for MAX Platform, including Bot API endpoi…
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| 43321 |
2DPIXELMCP
Claim
An MCP server that bridges Antigravity AI with LibreSprite, enabling real-time …
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| 43322 |
intelligence
Claim
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| 43323 |
Vec Memory MCP Server
Claim
Provides graph-based semantic memory storage and retrieval using vector embeddi…
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| 43324 |
Honeybee-MCP
Claim
Enables AI agents to understand, query, and manipulate Honeybee building energy…
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| 43325 |
Whaber Oracle
Claim
Ground truth operational layer for urban transfers in LatAm.
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| 43326 |
agent-0
Claim
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| 43327 |
Stream MCP
Claim
Enables deployment of MCP servers over HTTP, providing ready-to-use tools for t…
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| 43328 |
@wanadev/mcp-gitlab
Claim
Provides full control over GitLab epics, issues, merge requests, pipelines, and…
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| 43329 |
bank
Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
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| 43330 |
postgres-mcp
Claim
A self-hostable PostgreSQL MCP server for exploring database schemas and runnin…
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| 43331 |
MCP server for integrating TickTick task management with AI applications, enabl…
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| 43332 |
mcp-pypi
Claim
An MCP server built with FastMCP that provides basic terminal abilities like ru…
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| 43333 |
multimodal-reader-mcp
Claim
MCP server for analyzing local audio and video files with Google Gen AI, return…
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| 43334 |
ftc-knowledge-server
Claim
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
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| 43335 |
productised
Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
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| 43336 |
Zendesk Live MCP
Claim
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
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| 43337 |
trinitas-mcp
Claim
Enables context-aware memory and multi-model orchestration through tools for st…
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| 43338 |
fdmnes-mcp
Claim
Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
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| 43339 |
clickup-mcp-server
Claim
Enables AI assistants to manage ClickUp workspaces, teams, spaces, folders, lis…
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| 43340 |
mitmproxy-mcp
Claim
A lightweight MCP server built on mitmproxy that lets LLMs capture, inspect, re…
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| 43341 |
yoto-mcp-server
Claim
Enables audio uploads and MYO card creation for Yoto players directly from the …
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| 43342 |
semantic-scholar-mcp
Claim
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
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| 43343 |
MCP File Contents Reader
Claim
Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through …
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| 43344 |
superops-mcp
Claim
An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, cl…
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| 43345 |
A Model Context Protocol server that lets Claude and any other MCP-compatible c…
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| 43346 |
fruits-mcp
Claim
Enables management of Product Fruits knowledge base articles, categories, and i…
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| 43347 |
nanoboy-social-mcp
Claim
MCP server for Instagram growth in LATAM, enabling automated DM flows, comment …
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| 43348 |
vincario-vehicle-data
Claim
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
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| 43349 |
AgenticBooks MCP Server
Claim
Financial data infrastructure for AI agents. Connect to a startup's books to re…
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| 43350 |
Stellaroid Earn
Claim
Read-only MCP server: verify credentials and browse escrows on the Stellar test…
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