MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57751 |
mcp-kodi
Claim
Control a Kodi media player over its JSON-RPC API — transport, volume, library …
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| 57752 |
memory-quality-mcp
Claim
Audits your Claude Code memory store with 4-dimension quality scoring and actio…
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| 57753 |
local-filesystem
Claim
Explore and organize files and folders across your workspace. Read, write, move…
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| 57754 |
Directmedia MCP
Claim
Provides programmatic access to the Directmedia Publishing 'Digitale Bibliothek…
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| 57755 |
obsidian-hybrid-search
Claim
MCP server that indexes Obsidian notes and enables hybrid search (full-text, fu…
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| 57756 |
glade-mcp
Claim
Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to your Un…
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| 57757 |
mcp-office-parser
Claim
Enables reading, writing, editing, and converting Office documents (ODT, DOCX, …
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| 57758 |
chronicle-mcp
Claim
Indexes and searches agent conversation logs from Antigravity and Cursor worksp…
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| 57759 |
DDG MCP2
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 57760 |
알림장 비서
Claim
Helps school, academy, kindergarten, and club operators quickly generate notice…
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| 57761 |
suprawall-mcp
Claim
SupraWall security gateway for AI agents. Provides deterministic guardrails for…
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| 57762 |
jaamun
Claim
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| 57763 |
fixmypdf
Claim
Privacy-first PDF tools over MCP: merge, split, rotate, delete, compress, prote…
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| 57764 |
CompanyIQ MCP Server
Claim
Provides comprehensive Norwegian business intelligence through Brønnøysund and …
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| 57765 |
Syracuse Company News
Claim
Structured company & industry news for AI agents: typed, dated, source-linked e…
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| 57766 |
Bike MCP Server
Claim
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
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| 57767 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 57768 |
Nutrition MCP
Claim
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
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| 57769 |
NEXUS Protocol
Claim
Agent coordination protocol bridging A2A and MCP. Register, discover, and coord…
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| 57770 |
express-recon-mcp
Claim
Enables scanning Express.js route surfaces for inventory and audit, classifying…
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| 57771 |
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
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| 57772 |
ai-counsel
Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
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| 57773 |
note_mcp
Claim
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| 57774 |
FHIR MCP Server
Claim
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
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| 57775 |
MCP server for accessing CBS (Statistics Netherlands) open data. Search dataset…
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| 57776 |
tdhc
Claim
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| 57777 |
An open-source MCP server that lets AI assistants read, create, search, and man…
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| 57778 |
groupdocs-viewer-mcp
Claim
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
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| 57779 |
Things 3
Claim
Manage Things 3 todos and projects.
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| 57780 |
qrmint-api
Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
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| 57781 |
kustodia-escrow
Claim
Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy
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| 57782 |
ActiveDirectoryMCP
Claim
A comprehensive MCP server for managing Active Directory environments through L…
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| 57783 |
animica
Claim
OpenAI-compatible AI inference, code, embeddings & agent tools for bots — and m…
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| 57784 |
Provides automated EU AI Act compliance tools, including risk classification, r…
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| 57785 |
miami-friend
Claim
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| 57786 |
GitPilot MCP
Claim
An autonomous agent that automates GitHub contributions end-to-end, from issue …
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| 57787 |
A natural language-based server analysis and monitoring system that automatical…
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| 57788 |
budget-planner-ai-mcp
Claim
budget-planner-ai-mcp MCP server by MEOK AI Labs
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| 57789 |
XRPL Wallet Risk Score
Claim
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
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| 57790 |
Discord MCP Server
Claim
Enables AI clients to manage Discord servers through natural language, offering…
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| 57791 |
mcpBPMSoft
Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
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| 57792 |
drf-mcp
Claim
Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Con…
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| 57793 |
An MCP server deployed on Cloudflare Workers that provides access to Uruguayan …
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| 57794 |
world-bank-server
Claim
Exposes World Bank development data to AI agents via local CSV resources and li…
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| 57795 |
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
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| 57796 |
au-weather-mcp
Claim
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
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| 57797 |
wsl-envidat-mcp
Claim
MCP server for querying Swiss environmental research data from WSL/EnviDat, inc…
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| 57798 |
ESPN Fantasy MCP Server
Claim
MCP server providing access to ESPN Fantasy Baseball data, enabling league sett…
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| 57799 |
WordPress MCP
Claim
Enables WordPress content management via the Model Context Protocol, allowing c…
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| 57800 |
An MCP server that generates comprehensive brand identity kits including color …
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