MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37501 |
Markdown Notes MCP
Claim
Enables managing and searching markdown notes with semantic search, question an…
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| 37502 |
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
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| 37503 |
Better Finder MCP
Claim
Enables intelligent file search with Git-like staging and indexing, offering se…
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| 37504 |
codescan-mcp-server
Claim
MCP server enabling AI models to interact with Codescan's API for listing proje…
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| 37505 |
OdooSurface MCP
Claim
Enables AI agents to interact with Odoo ERP as the authenticated user, with too…
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| 37506 |
Bike MCP Server
Claim
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
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| 37507 |
Meshy MCP Server
Claim
Enables AI assistants to generate 3D models, textures, and images via the Meshy…
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| 37508 |
mcp-mempool-space
Claim
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
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| 37509 |
MCP server for PDF generation using PDFKit
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| 37510 |
Kali Factory MCP Server
Claim
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
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| 37511 |
yt-mcp
Claim
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| 37512 |
Mnemonic
Claim
Persistent memory management for AI assistants like Claude, enabling creation, …
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| 37513 |
EVE-NG MCP Server
Claim
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
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| 37514 |
mcp-server-unity
Claim
Enables AI assistants like Claude to interact with Unity projects programmatica…
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| 37515 |
JIRA MCP Server
Claim
An MCP server that provides tools to interact with JIRA for sprint management, …
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| 37516 |
Validator Ai MCP
Claim
An MCP server for validating JSON against schemas, checking email deliverabilit…
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| 37517 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
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| 37518 |
microquery-mcp
Claim
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No c…
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| 37519 |
SecOps MCP
Claim
Provides access to 13+ penetration testing and security audit tools through a u…
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| 37520 |
pycti-mcp
Claim
MCP server that provides condensed and normalized data from OpenCTI to LLMs, en…
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| 37521 |
Hiito MCP Server
Claim
Enables AI assistants to query nearby parties, retrieve party details, and gene…
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| 37522 |
iStdBMAD
Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
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| 37523 |
GitHub MCP Server
Claim
A Model Context Protocol server that provides 29 Git operations and advanced wo…
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| 37524 |
Enables unit conversion for length, weight, temperature, and currency using sim…
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| 37525 |
Enables LLMs to create PayPal invoices through a simple tool interface.
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| 37526 |
Research Paper Agent
Claim
A remote MCP server for searching arXiv papers, extracting paper details, and g…
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| 37527 |
SSH MCP Server
Claim
Enables AI assistants to execute SSH commands and perform token-efficient file …
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| 37528 |
Figma Dash MCP Server
Claim
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
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| 37529 |
MCP → Local MSSQL Server
Claim
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
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| 37530 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
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| 37531 |
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
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| 37532 |
Parsley MCP Server
Claim
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
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| 37533 |
railinfo-mcp
Claim
Enables real-time Indian Railways information retrieval, including live train r…
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| 37534 |
MCP Data Gateway
Claim
A unified data gateway MCP server that enables Claude to interact with multiple…
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| 37535 |
Steam MCP Server
Claim
MCP server providing 25 tools to query Steam store data, player statistics, ach…
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| 37536 |
Linear Cache MCP
Claim
Cache-first MCP server for Linear that provides tools to search, read, create, …
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| 37537 |
OVHcloud MCP Server
Claim
Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compat…
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| 37538 |
InDesign MCP Server
Claim
Transforms Adobe InDesign into an AI-powered design automation platform with 13…
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| 37539 |
Haft
Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
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| 37540 |
preset-mcp
Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
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| 37541 |
Provides a standardized MCP interface for interacting with Twitter's tools and …
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| 37542 |
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
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| 37543 |
Enables natural language file operations and intelligent file analysis via MCP,…
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| 37544 |
Gemini Image MCP Server
Claim
Enables image generation and prompt enhancement within Claude.ai by leveraging …
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| 37545 |
bambu-printer-mcp
Claim
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
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| 37546 |
Compeller
Claim
Create and track AI music videos and audio-reactive visuals from songs.
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| 37547 |
meal-planner-ai-mcp
Claim
meal-planner-ai-mcp MCP server by MEOK AI Labs
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| 37548 |
Exa MCP Server
Claim
Enables AI-powered code search using natural language queries via the Exa API. …
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| 37549 |
search-docs
Claim
Enables AI agents to search local Markdown documents using natural language, wi…
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| 37550 |
ClawdChat MCP Server
Claim
Enables AI agents to interact with the ClawdChat social network, allowing them …
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