MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 2 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61351 |
MCP Task Aggregator
Claim
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
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| 61352 |
Code-Oracle
Claim
MCP server for automated architectural mapping, security vulnerability detectio…
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| 61353 |
Boletín Claro
Claim
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
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| 61354 |
XFuel
Claim
Submit AI inference to XFuel, pay per task (USDC via x402 or TFUEL), fetch/veri…
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| 61355 |
Example MCP Server
Claim
Provide a fast and easy-to-build MCP server implementation to integrate LLMs wi…
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| 61356 |
excel
Claim
IA for excel
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| 61357 |
MCP Vector Memory
Claim
Provides AI coding agents with persistent, long-term memory through local seman…
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| 61358 |
hyperd-mcp
Claim
Pre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.
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| 61359 |
Provides over 300 medical calculator tools for AI assistants, supporting eviden…
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| 61360 |
Obsidian RAG MCP Server
Claim
Enables semantic search and content retrieval from local Obsidian vaults throug…
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| 61361 |
CareMan MCP
Claim
Read-only MCP server for CareMan Dienstplan that exposes REST API as tools for …
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| 61362 |
quotable-api-mcp
Claim
A Model Context Protocol (MCP) server template built with mcp-framework, provid…
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| 61363 |
mcp-regulations-gov
Claim
Enables access to federal regulatory dockets, documents, and public comments fr…
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| 61364 |
Wellness Manager
Claim
Wellness-Master is the first pay-per-call wellness API where AI agents are firs…
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| 61365 |
vision-mcp
Claim
Helps non-vision models extract and understand images and screenshots via OpenR…
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| 61366 |
mockit-mcp
Claim
Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. …
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| 61367 |
investra-ai-mcp
Claim
Real estate investment intelligence: search, comps, cash flow, off-market leads…
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| 61368 |
Attribloom
Claim
Affiliate attribution and commission data for iOS (StoreKit 2) and Shopify
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| 61369 |
DALL-E MCP Server
Claim
An MCP server that provides tools to generate, edit, and create variations of i…
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| 61370 |
Search and book luxury villa rentals across Europe with real-time availability …
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| 61371 |
cirdan
Claim
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches liv…
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| 61372 |
Smithery
Claim
Enable dynamic integration of language models with external data and tools thro…
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| 61373 |
swiss-food-safety-mcp
Claim
MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…
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| 61374 |
Onshape MCP Server
Claim
Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools fo…
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| 61375 |
Guides for making interactive videos & AI product demos that answer viewers' qu…
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| 61376 |
blender-orchestrator
Claim
Create 3D models in Blender using natural language via an MCP server that lets …
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| 61377 |
Sentry MCP Server
Claim
Enables comprehensive Sentry monitoring including performance analysis, issue t…
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| 61378 |
delego
Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
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| 61379 |
CloudWatch MCP Agent
Claim
Enables natural language queries for AWS CloudWatch logs, metrics, and alarms v…
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| 61380 |
cdisc-library-mcp-server
Claim
Provides a compact, task-oriented wrapper around the CDISC Library API for disc…
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| 61381 |
tiktok-organic-mcp
Claim
TikTok organic analytics — video performance, engagement metrics, and profile i…
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| 61382 |
flux7-mesh
Claim
Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy …
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| 61383 |
decapodkernel-mcp
Claim
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
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| 61384 |
Vapi MCP Server
Claim
Integrate your applications with Vapi APIs through seamless function calling. E…
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| 61385 |
Funplay Godot MCP
Claim
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
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| 61386 |
perpdata
Claim
Normalized perp funding (apr), OI, liquidations and cross-venue spreads. Free t…
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| 61387 |
appstore-connect-mcp
Claim
Check app review status, read reviews, download sales reports from App Store Co…
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| 61388 |
modelport
Claim
Turns any ML model into an MCP tool with auto-inferred schemas, input/output va…
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| 61389 |
spec-assistant
Claim
Enables natural language queries on technical specifications and automated code…
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| 61390 |
dead-letter
Claim
Convert .eml email exports to Markdown with YAML front matter
|
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| 61391 |
google-surf-mcp
Claim
Google search via Playwright with a warm Chrome profile. No API key, no proxies.
|
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| 61392 |
neo4j-gds
Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
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| 61393 |
rapid7-docs-mcp
Claim
A self-hostable MCP server that enables searching and reading Rapid7 documentat…
|
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| 61394 |
DeepMap AI
Claim
Multi-hazard geophysical risk scoring, prediction, weather, insurance, and clim…
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| 61395 |
Inntektsportalen MCP
Claim
MCP server that enables AI assistants to securely access and manage personal fi…
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| 61396 |
neuromancer-mcp
Claim
Publish yourself as a remote MCP server, exposing your résumé via tools so comp…
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| 61397 |
An MCP server that provides tools to look up and verify Australian businesses u…
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| 61398 |
fb-assist
Claim
Privacy-preserving feedback co-author for Claude Code that redacts sensitive da…
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| 61399 |
biblebridge-mcp
Claim
Provides structured access to Scripture through the BibleBridge API, enabling s…
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| 61400 |
Component MCP Server
Claim
Connects Figma designs to React components using your actual component library,…
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