MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40551 |
Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…
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| 40552 |
ARC MCP Server
Claim
A Node.js server that hosts AI agents and manages integrations with various dat…
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| 40553 |
MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M…
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| 40554 |
Aptos Blockchain Server
Claim
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
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| 40555 |
nougat-mcp
Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
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| 40556 |
forgebot-mcp
Claim
forgebot info server
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| 40557 |
fashion-shopping
Claim
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
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| 40558 |
overleaf-mcp
Claim
An MCP server for Overleaf that allows Claude or other agents to navigate proje…
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| 40559 |
AI Search (AutoRAG) management. List and search documents across your AI Search…
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| 40560 |
Enables automated dental clinic loan verification by combining rule-based ID va…
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| 40561 |
GitHub Stars MCP Server
Claim
Enables natural language search and querying of your GitHub starred repositorie…
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| 40562 |
Persistent codebase intelligence that gives AI assistants memory across sessions
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| 40563 |
vectora
Claim
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Cla…
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| 40564 |
rustchain-mcp
Claim
MCP server for the RustChain blockchain and BoTTube video platform, enabling AI…
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| 40565 |
Open Paper Trading MCP
Claim
Provides AI agents with tools for paper trading stocks, options, ETFs, and bond…
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| 40566 |
AdKit MCP Server
Claim
A lightweight semantic ad-matching engine for LLMs that serves relevant adverti…
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| 40567 |
infoset-mcp
Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
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| 40568 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 40569 |
Sparkplug MCP Server
Claim
Enables natural language interaction with industrial IoT devices using Sparkplu…
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| 40570 |
Enables visual drag-and-drop editing of Mermaid diagrams through Claude, allowi…
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| 40571 |
mcp
Claim
MCP server that provides tools for PostgreSQL database operations and Swagger/O…
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| 40572 |
toleno-network
Claim
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| 40573 |
Epoch
Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
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| 40574 |
M3
Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
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| 40575 |
A local MCP server that enables AI clients to read ArcGIS Pro project informati…
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| 40576 |
LeBonFoin
Claim
First MCP for the European hemp & CBD market: real French CBD catalogue, produc…
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| 40577 |
xiaohongshu-mcp-py
Claim
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
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| 40578 |
Event Escapes
Claim
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
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| 40579 |
github-pr-mcp-2
Claim
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| 40580 |
ZipExplore MCP Server
Claim
Enables location intelligence for US ZIP codes, allowing users to search, profi…
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| 40581 |
ScoutAgent
Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
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| 40582 |
Provides AI assistants with access to WordPress Design System component informa…
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| 40583 |
A stateless MCP server that provides an end_conversation tool for AI to leave a…
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| 40584 |
ytmcp
Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
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| 40585 |
engmanager-mcp
Claim
Provides LLMs with structured workflow guidance and next-step instructions for …
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| 40586 |
A neuromorphic visual processing system that combines visual memory storage wit…
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| 40587 |
mcp-docsrs
Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
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| 40588 |
ChEMBL-MCP-Server
Claim
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
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| 40589 |
victron-tcp
Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
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| 40590 |
Subway MCP Server
Claim
Provide a scalable and efficient server-side application framework to implement…
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| 40591 |
IBANforge
Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
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| 40592 |
eyepup
Claim
Agentic visitor analytics — five tools that hand the next CRO fix to your codin…
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| 40593 |
Ghostrouter
Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
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| 40594 |
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
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| 40595 |
AlphaFold Sovereign MCP
Claim
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
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| 40596 |
ableton-mcp
Claim
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| 40597 |
Linear MCP Server
Claim
Enables interaction with Linear workspace through the Model Context Protocol, s…
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| 40598 |
valerie-mcp
Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
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| 40599 |
Data Analysis MCP Server
Claim
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
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| 40600 |
mev-history-mcp
Claim
Pay-per-call MCP server for checking MEV exposure, sandwich attacks, and pool M…
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