MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46351 |
ESPHome MCP
Claim
Enables MCP clients to manage ESPHome devices via the 2026.6+ dashboard WebSock…
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| 46352 |
SkippyMCP
Claim
An MCP server for controlling Rigol oscilloscopes from an AI assistant. It tran…
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| 46353 |
Enables interacting with Hubspot tools and services through a unified API and t…
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| 46354 |
GitHub Issue Manager
Claim
Integrates with GitHub REST API to allow LLM agents to list and create reposito…
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| 46355 |
api-to-mcp-gateway
Claim
Automatically converts OpenAPI/Swagger documents into MCP servers, enabling AI …
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| 46356 |
zim
Claim
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| 46357 |
GroundMemory
Claim
An MCP-native, local-first memory server that gives AI agents persistent, struc…
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| 46358 |
PixelLab Forge MCP
Claim
An MCP server that connects AI assistants to the PixelLab pixel art generation …
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| 46359 |
ItchWPMCP
Claim
Local MCP server for Codex/Claude to query and edit WordPress content through t…
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| 46360 |
simplenote-mcp
Claim
A remote MCP connector that gives Claude.ai projects a persistent, cross-conver…
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| 46361 |
WhisperGraph
Claim
Self-hostable MCP server for WhisperGraph — a graph of 7.39B nodes / 39B edges …
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| 46362 |
voidsend-mcp
Claim
MCP server for VoidSend enabling AI agents to send and receive end-to-end encry…
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| 46363 |
vault-mcp-server
Claim
Turns any folder of Markdown files into a searchable, structured knowledge base…
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| 46364 |
AgentOverflow
Claim
A token-optimized documentation and Q&A registry for AI agents, providing dense…
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| 46365 |
EdgeFinder
Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
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| 46366 |
Enables image upscaling, face enhancement, and background removal via public im…
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| 46367 |
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
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| 46368 |
MCP Nota Fiscal
Claim
Enables AI assistants to interact with Brazilian electronic invoices (NF-e, NFC…
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| 46369 |
Enables AI assistants to access and manage HeadHunter job platform data, includ…
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| 46370 |
A MakeMyTrip-style travel-booking MCP server with flights, hotels, trains, and …
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| 46371 |
fpds-mcp
Claim
MCP server for querying U.S. Federal Procurement Data System (FPDS-NG) to searc…
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| 46372 |
myst-mcp
Claim
Enables searching any MyST Markdown or Jupyter Book documentation site that pub…
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| 46373 |
claude-tools-mcp
Claim
An MCP-version of Claude Code's tools
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| 46374 |
mark-coach-mcp
Claim
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
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| 46375 |
A persistent knowledge base server for MCP development with GitHub integration …
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| 46376 |
OpenClaw MCP Server
Claim
MCP server that exposes OpenClaw Gateway tools to Claude Code and other MCP cli…
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| 46377 |
RentCast MCP Server
Claim
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
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| 46378 |
Gmail MCP Server
Claim
A high-performance MCP server that enables AI assistants to interact with Gmail…
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| 46379 |
Pressable MCP Server
Claim
Provides a comprehensive suite of 56 tools for the management and automation of…
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| 46380 |
Monzo Claude Connector
Claim
A remote MCP server on Cloudflare Workers that gives Claude read-only access to…
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| 46381 |
Personal Info MCP
Claim
Stores and retrieves personal information fields securely, allowing Claude to a…
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| 46382 |
Scrivener MCP Server
Claim
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
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| 46383 |
everlog-memory-mcp
Claim
MCP server for structured reflection and self-modeling over Everlog diary expor…
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| 46384 |
mcp-lightrag
Claim
Enables AI assistants to interact with LightRAG knowledge graphs, supporting sm…
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| 46385 |
mcp-lance-db
Claim
Enables storing and retrieving semantic memories using LanceDB vector database,…
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| 46386 |
Enables AI assistants to access Published NFT documentation, NFT collections, F…
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| 46387 |
An MCP server that provides persistent memory and context management across ses…
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| 46388 |
mcp-mealie
Claim
MCP server for Mealie that exposes its REST API to manage recipes, meal plans, …
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| 46389 |
mcp-confluence
Claim
Enables searching, reading, listing, creating, and updating Confluence pages vi…
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| 46390 |
Booli MCP Server
Claim
Enables AI assistants to search and analyze Swedish real estate data from Booli…
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| 46391 |
fifa-public-api-mcp
Claim
Enables querying FIFA competitions, fixtures, results, and live match data thro…
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| 46392 |
BlenderMCP
Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
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| 46393 |
Love Oracle — Tarot
Claim
Tarot card meanings for love, and answers to the most-asked love questions, in …
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| 46394 |
Epiphany MCP Server
Claim
Enables AI agents to automate Epiphany booking tasks, including checking availa…
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| 46395 |
heym
Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
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| 46396 |
video-vision-mcp
Claim
Analyze any video (local file or URL) into frames + transcript for Claude Code
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| 46397 |
GitHub Repo Finder
Claim
A production-grade GitHub repository finder that helps LLMs discover best repos…
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| 46398 |
DBMS-MCP
Claim
Enables read-only querying of multiple databases via JDBC, supporting Tibero, O…
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| 46399 |
SubscriberAPI MCP Server
Claim
Enables GitHub Copilot CLI to query SFMC SubscriberAPI execution logs for healt…
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| 46400 |
nano-banana-mcp-app
Claim
Enables Claude to generate and edit images using Google Gemini AI.
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