MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31451 |
codeqr-mcp-server
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| 31452 |
clo3d-mcp
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Enables AI-assisted garment design by letting Claude (or any MCP host) drive CL…
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| 31453 |
Langfuse MCP Server
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Model Context Protocol server for Langfuse observability. Query traces, analyze…
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| 31454 |
mcp-google-sheets
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A Python-based MCP server that acts as a bridge between MCP-compatible clients …
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| 31455 |
Memecoin Observatory MCP
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A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
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| 31456 |
Garmin Sailing MCP
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Turns your Garmin watch into a sailing analytics tool by combining GPS data fro…
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| 31457 |
AI Skills MCP Server
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Compiles skill definitions and serves them to AI agents via MCP, enabling tools…
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| 31458 |
Pinecone MCP Server
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Enables interaction with Pinecone vector databases for storing and searching em…
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| 31459 |
Google Tasks MCP Server is a local MCP server that provides AI agents with full…
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| 31460 |
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
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| 31461 |
Superforms
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Human-input bridge for AI agents with voice-first answer links, MCP tools, and …
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| 31462 |
mcp-server-langfuse
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MCP server for Langfuse Prompt Management that enables listing and retrieving L…
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| 31463 |
VRMCP
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Enables AI to control 3D VRM models via natural language, supporting expression…
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| 31464 |
BlenderMCP
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Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
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| 31465 |
jira_just_ai
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| 31466 |
Ireland payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
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| 31467 |
mise-en-space
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An MCP server that enables LLMs to search, fetch, and act on Google Workspace (…
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| 31468 |
Buienradar MCP Server
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Fetches precipitation forecasts for any location using Buienradar, providing re…
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| 31469 |
forgejo-mcp
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A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
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| 31470 |
esp-idf-docs
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Enables searching and reading ESP-IDF documentation online, with support for mu…
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| 31471 |
ntropy-mcp
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Enables enriching banking data using the Ntropy API, with tools to create accou…
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| 31472 |
DataForSEO MCP Server
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Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
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| 31473 |
Enables browser automation (navigate, screenshot, click, type, etc.) for Claude…
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| 31474 |
Test MCP Server
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Manages user data with resources, tools, and prompts for CRUD operations on a J…
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| 31475 |
Urban intelligence knowledge graph. Structured locality data for civic problem-…
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| 31476 |
chess.com MCP Server
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Enables querying Chess.com player profiles and stats using the Chess.com API.
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| 31477 |
TeslaMate MCP Server
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Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMat…
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| 31478 |
ironscout
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Read-only ammo pricing: offer search, caliber market snapshots, retailer direct…
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| 31479 |
@hyperwhisper/mcp
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Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
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| 31480 |
safe-code-mcp
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A local MCP server that provides controlled repository access with policy-based…
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| 31481 |
penni-mcp
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AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
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| 31482 |
component-contracts
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Provides two MCP servers: Variant Authority for managing component variant mani…
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| 31483 |
DataNexus MCP
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55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
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| 31484 |
lad-lviv-ua
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Lviv (Ukraine) public transport MCP server — live arrivals, vehicle positions, …
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| 31485 |
Sutta MCP
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Connects Claude with SuttaCentral to answer Buddhist questions with scriptural …
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| 31486 |
fe
Claim
Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edg…
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| 31487 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 31488 |
openapi-spec-mcp
Claim
Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint…
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| 31489 |
mcp-eureka
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MCP server that provides access to Polish individual tax interpretations (KIS) …
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| 31490 |
GranolaAI MCP Server
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Bridges Granola.ai meeting intelligence with Claude Desktop, enabling natural l…
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| 31491 |
ANSES Ciqual MCP Server
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Provides SQL access to the ANSES Ciqual French food composition database, enabl…
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| 31492 |
minecraft-mcp
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Enables AI agents to control a Minecraft bot for movement, building, crafting, …
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| 31493 |
yougile-mcp
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A production-grade Model Context Protocol server for YouGile that lets AI agent…
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| 31494 |
Open Crawler MCP Server
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Enables web crawling and content extraction from web pages, supporting multiple…
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| 31495 |
BigBrain MCP Server
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Enables AI agents to overcome context loops by extracting and packaging code fo…
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| 31496 |
curl-curl-cool-mcp
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An MCP server that gives Claude a full HTTP client — make requests, compare env…
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| 31497 |
EntraID MCP Server
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A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Grap…
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| 31498 |
Sync_MCP
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Enables retrieval and cleaning of official documentation for AI/Python librarie…
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| 31499 |
Tauri MCP Server
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Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
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| 31500 |
Airtable MCP Server
Claim
Lets Claude read, create, update, and search records in an Airtable base using …
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