MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 5 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49751 |
Cloaked Agent
Claim
Give AI agents spending power without giving them your wallet keys. Cloaked cre…
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| 49752 |
Horizon Fidelity Monitor
Claim
Tracks conversation health in real time — drift, desync, and causal collapse — …
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| 49753 |
writefreely-mcp-server
Claim
An MCP server for WriteFreely that enables AI agents to publish and manage cont…
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| 49754 |
hgnc-link
Claim
Grounds gene-nomenclature work in the HUGO Gene Nomenclature Committee (HGNC) d…
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| 49755 |
studio-signal
Claim
AI-powered media & entertainment intelligence — research, briefs, and market da…
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| 49756 |
Mistral OCR MCP Server
Claim
Extracts text and images from PDFs and image files using the Mistral OCR API, w…
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| 49757 |
claude-code-tools
Claim
MCP server providing code review, auto-fix, test running, linting, formatting, …
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| 49758 |
Fastmail MCP Server
Claim
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
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| 49759 |
Dolibarr MCP Server
Claim
Provides structured access to Dolibarr ERP/CRM API endpoints via the Model Cont…
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| 49760 |
SchemaVault
Claim
MCP server for storing and retrieving database schema information for LLMs. Ena…
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| 49761 |
Gretl MCP
Claim
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
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| 49762 |
Sensors MCP Server
Claim
Enables AI assistants to query and analyze user behavior data from the Sensors …
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| 49763 |
scavio-mcp
Claim
Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, R…
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| 49764 |
1,451 security controls across 261 frameworks with bidirectional mapping
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| 49765 |
Provides hiring guides and discovery checklists to help users craft compelling …
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| 49766 |
FlightDB
Claim
FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…
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| 49767 |
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
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| 49768 |
Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS M…
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| 49769 |
Connect AI to millions of laws and court cases with the Lawstronaut MCP.
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| 49770 |
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
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| 49771 |
vigil-fraud-alert
Claim
Proximity-based card fraud detection with AI risk scoring.
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| 49772 |
ibo
Claim
Commission cinematic AI campaign films and image sets from IBO Studio.
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| 49773 |
ocm-sdk-mcp
Claim
Enables AI assistants to interact with the Open Charge Map API, allowing explor…
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| 49774 |
Patent Remote MCP Server
Claim
Enables Claude to search and retrieve patent data from EPO OPS and Google Paten…
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| 49775 |
cocos-mcp-v3-ui
Claim
An MCP server that lets Claude Code drive the Cocos Creator 3.8.x editor to bui…
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| 49776 |
midi-composer-mcp
Claim
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
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| 49777 |
Subway Info NYC
Claim
A comprehensive New York City subway information portal providing riders with r…
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| 49778 |
On-brand image generation (product shots, app icons, OG cards, sprites) for AI …
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| 49779 |
ProDoctor MCP Server
Claim
Exposes the ProDoctor Cloud API as MCP tools for AI agents to manage appointmen…
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| 49780 |
anki-mcp
Claim
Enables AI assistants to manage Anki flashcards, decks, note types, tags, and m…
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| 49781 |
linkedin-mcp
Claim
Enables AI agents to publish posts, images, comments, and reactions to LinkedIn…
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| 49782 |
spotify-mcp-server
Claim
Exposes Spotify controls as MCP tools for playback, playlist management, and AI…
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| 49783 |
Enables AI agents to create and manage collaborative whiteboards with sticky no…
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| 49784 |
MCP Server Prototypes
Claim
Provides three MCP servers for interacting with Excel files, PDF documents, and…
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| 49785 |
internal-swagger-mcp
Claim
Enables AI agents to search and retrieve API documentation from an internal Swa…
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| 49786 |
clean-search-mcp
Claim
A lightweight MCP service that provides clean, spam-free search results for AI …
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| 49787 |
reflow-mcp
Claim
A typed Model Context Protocol server that exposes KiCad 10 EDA workflows to la…
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| 49788 |
MCP server for ABB RobotStudio and robot controllers, exposing 55 tools via SDK…
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| 49789 |
FreshBooks MCP Server
Claim
Provides 29 tools for Claude to query and update FreshBooks directly, including…
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| 49790 |
getxapi-mcp
Claim
The official GetXAPI MCP server. Give your AI assistant direct access to the Tw…
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| 49791 |
safeagent-token-safety
Claim
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
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| 49792 |
sienge-mcp
Claim
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| 49793 |
Searchable football data provider docs for AI coding agents.
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| 49794 |
Paid remote MCP for AI Studio Workspace approval gate MCP, structured receipts,…
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| 49795 |
seedance-mcp
Claim
Enables creating text-to-video tasks using Seedance models, polling task status…
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| 49796 |
ryvo-protocol
Claim
MCP server for Ryvo Protocol state reads and prepare-only payment-channel actio…
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| 49797 |
reddit-monitor
Claim
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| 49798 |
uniprot-link
Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
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| 49799 |
Conduit
Claim
Provides real SEC EDGAR filings as MCP tools, allowing agents to fetch clean, c…
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| 49800 |
mcp-spoonacular
Claim
Provides access to the Spoonacular food API for recipes, nutrition, ingredients…
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