MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 4 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36651 |
weatherforensics-mcp
Claim
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
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| 36652 |
selagent
Claim
A Selenium-based MCP server that exposes browser automation tools for navigatio…
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| 36653 |
jupyter-editor-mcp
Claim
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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| 36654 |
mcp-climatiq
Claim
Climatiq MCP server that calculates carbon footprints using emission factors, e…
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| 36655 |
minion.town
Claim
A toy MCP server demonstrating OAuth 2.1 scoped authorization with three tools …
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| 36656 |
gridually-mcp
Claim
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
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| 36657 |
Local MCP server that scans code for security issues (secrets, dependencies, co…
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| 36658 |
A FastMCP server that provides weather-related tools using the QWeather API, en…
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| 36659 |
Enables remote desktop control with screen capture and mouse/keyboard simulatio…
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| 36660 |
image2-mcp
Claim
MCP server for the company image2 text-to-image API, enabling AI tools to gener…
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| 36661 |
micropub-mcp
Claim
Enables AI agents to create, update, delete, and query posts on any Micropub-co…
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| 36662 |
tradeshub-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 36663 |
MemoryMCP
Claim
A persistent memory MCP server specialized for Japanese, featuring hybrid searc…
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| 36664 |
Claude-Atlas-MCP
Claim
Self-hosted MCP server giving Claude persistent memory via entities, observatio…
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| 36665 |
MatDrupal MCP
Claim
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
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| 36666 |
screenshot-vision-mcp
Claim
An MCP server that captures screenshots of URLs or local app windows and analyz…
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| 36667 |
bear-mcp
Claim
An MCP server that gives AI assistants read and write access to Bear notes on m…
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| 36668 |
A stateless MCP server that provides an end_conversation tool for AI to leave a…
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| 36669 |
kigyounai-hoiku-mcp
Claim
Provides access to Japanese corporate-led childcare regulations, laws, guidelin…
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| 36670 |
init-book-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 36671 |
Teradata MCP Server
Claim
Connects AI agents to Teradata databases for querying, analysis, administration…
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| 36672 |
unbiased
Claim
Reads your GitHub profile and provides developer context (stack, projects, expe…
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| 36673 |
d3-mcp-server
Claim
Provides AI agents with D3.js API documentation and example code from d3js.org …
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| 36674 |
This MCP server enables AI-assisted professional profile generation by connecti…
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| 36675 |
secondbrain-mcp
Claim
Enables AI agents to list, search, read, and append to Markdown notes through M…
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| 36676 |
Stratalize Intelligence
Claim
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
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| 36677 |
HEOR MCP Server
Claim
Lets Claude run validated, auditable HEOR analyses (cohort construction, outcom…
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| 36678 |
travel-mcp-server
Claim
Enables complex travel planning by integrating flight and hotel search via Book…
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| 36679 |
@lstpsche/apidog-mcp
Claim
MCP server that provides 22 tools to manage Apidog API documentation, including…
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| 36680 |
px-pipe-mcp
Claim
Renders large text blobs as dense PNG image pages via pxpipe, enabling vision m…
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| 36681 |
Red MCP Server
Claim
Connects AI assistants to Big Red Cloud accounting data, enabling read-only loo…
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| 36682 |
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
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| 36683 |
willhaben-mcp
Claim
Enables searching Austria's largest classifieds marketplace (willhaben.at) for …
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| 36684 |
Provides backtesting-compliant financial data including company financials, his…
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| 36685 |
notion-mcp
Claim
MCP server for the Notion API with tools for managing pages, databases, content…
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| 36686 |
Postman MCP Generator
Claim
An MCP server generated from Postman API requests, enabling natural language in…
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| 36687 |
Lara Marketing Connector
Claim
A remote MCP server that provides a complete digital-marketing employee with 45…
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| 36688 |
minipainter
Claim
Local-first miniature-paint inventory and cross-brand color matching for AI age…
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| 36689 |
agent-bridge
Claim
A local MCP relay that enables two or more MCP-speaking agent CLIs to communica…
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| 36690 |
shinobi
Claim
Task spine + searched dead-ends + mobile approvals for AI coding agents — one s…
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| 36691 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 36692 |
youtube-mcp
Claim
Extracts and processes YouTube video content including transcripts, metadata, c…
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| 36693 |
fallinsurance-mcp
Claim
MCP server for foldkit, exposing 7-prime spine, 7 κ-bands, and 6 fold operation…
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| 36694 |
polycode
Claim
MCP server providing 13 tools to control opencode, Gemini CLI, and Qwen Code AI…
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| 36695 |
Vision MCP Server
Claim
A Model Context Protocol server that provides multimodal vision tools such as i…
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| 36696 |
Coda MCP Server
Claim
Provides full access to the Coda API v1, enabling AI agents to interact with Co…
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| 36697 |
tokenomics
Claim
Provides live LLM pricing data from OpenRouter, enabling agents to search model…
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| 36698 |
swarmwage
Claim
Agent hiring protocol on x402: discover specialized agents, hire them in one ca…
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| 36699 |
WebAnatomy
Claim
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 …
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| 36700 |
warp-agent-mcp
Claim
Book real LTL/FTL/van/box-truck freight through the Warp network. 20 tools, in-…
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