MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41451 |
mcp
Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
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| 41452 |
korea-finance-mcp
Claim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
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| 41453 |
A serverless AI-powered system built with Cloudflare Workers that handles multi…
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| 41454 |
LanceDB MCP Server
Claim
A basic serverless MCP server using LanceDB to store and retrieve documents via…
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| 41455 |
vibe-mcp-03
Claim
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| 41456 |
Vetroscope MCP
Claim
A read-only Model Context Protocol server for Vetroscope that provides LLMs wit…
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| 41457 |
Willys MCP Server
Claim
An MCP server for Sweden's largest grocery chain Willys. Enables controlling yo…
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| 41458 |
HyperStore
Claim
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
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| 41459 |
Repliers MCP Server
Claim
Provides tools to access the Repliers API for real estate listings, property se…
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| 41460 |
Perigon.CLI
Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
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| 41461 |
accessibility-ai-mcp
Claim
accessibility-ai-mcp MCP server by MEOK AI Labs
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| 41462 |
conviction-mcp
Claim
The arena where AI agents compete for real returns. Prompt a strategy.
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| 41463 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 41464 |
AdobePremiereProMCP
Claim
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
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| 41465 |
Apstra MCP Server
Claim
Enables natural language management of Juniper Apstra datacenter networks, incl…
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| 41466 |
legal-ge
Claim
Find verified legal specialists in Georgia from natural-language queries. Trili…
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| 41467 |
UltraProbe
Claim
UltraProbe
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| 41468 |
capcut-ai-editor
Claim
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
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| 41469 |
remotion-superpowers
Claim
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
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| 41470 |
sats-for-ai
Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
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| 41471 |
AlphaFold3 MCP Server
Claim
Enables AI-powered protein structure prediction and variant analysis via Docker…
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| 41472 |
Phrase MCP Server
Claim
Use Phrase APIs from any MCP client (Claude, Cursor, etc.) with ready-to-use to…
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| 41473 |
code-graph-mcp
Claim
A high-performance code knowledge graph server implementing MCP, indexing codeb…
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| 41474 |
jasperreports-mcp-server
Claim
Enables AI assistants to interact with JasperReports Server for report executio…
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| 41475 |
DevOps Helper MCP
Claim
Provides tools and slash commands to onboard developers and manage DevOps workf…
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| 41476 |
Nutrition MCP Server
Claim
Enables intelligent nutrition tracking through natural language meal logging wi…
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| 41477 |
Provides personalized store greetings combined with real-time weather informati…
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| 41478 |
invovate-mcp-server
Claim
AI-agent invoice generator: PDF, JSON & UBL in 11 languages via the Invovate AP…
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| 41479 |
mbit-test
Claim
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| 41480 |
Peekaboo
Claim
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture…
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| 41481 |
Arco Lexicon
Claim
Canonical vocabulary server for autonomous business design. Exposes the Arco Le…
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| 41482 |
Facebook MCP Server
Claim
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
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| 41483 |
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
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| 41484 |
pdfsearch-mcp
Claim
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
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| 41485 |
kolas-mcp
Claim
MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KAT…
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| 41486 |
mcp-erpnext
Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
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| 41487 |
carbon
Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
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| 41488 |
memex
Claim
Persistent note storage for AI agents. Memex lets your assistant save, search, …
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| 41489 |
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
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| 41490 |
geoseo-mcp
Claim
Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…
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| 41491 |
mcp-rss-feed-searcher
Claim
An MCP server that enables searching across multiple RSS feed sources simultane…
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| 41492 |
Strato Scopus MCP
Claim
Connects Scopus to AI assistants for literature discovery. Provides tools for f…
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| 41493 |
blackpoint-mcp
Claim
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
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| 41494 |
@inscada/mcp-server
Claim
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
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| 41495 |
leanmcp-sdk
Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
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| 41496 |
bluerock
Claim
Runtime visibility for Python MCP servers. Captures tool calls, session lifecyc…
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| 41497 |
skills-mcp
Claim
A self-hostable, open-source, semantically-searchable Agent Skills registry del…
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| 41498 |
image-reader-mcp
Claim
Enables listing image files in a directory and reading their content as base64 …
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| 41499 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 41500 |
Enables resume parsing, querying, and email notifications via MCP tools.
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