MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41101 |
news-mcp-server
Claim
Enables real-time monitoring and analysis of enterprise public opinion with sen…
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| 41102 |
Enables semantic search over TwinCAT 3 documentation using natural language que…
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| 41103 |
LanceDB MCP Server
Claim
A basic serverless MCP server using LanceDB to store and retrieve documents via…
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| 41104 |
ai-counsel
Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
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| 41105 |
Silicon Analysts
Claim
Semiconductor data: AI accelerator costs, HBM, wafer pricing, packaging, chip c…
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| 41106 |
JobSpy MCP Server
Claim
Enables AI assistants to search for jobs across multiple platforms (Indeed, Lin…
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| 41107 |
Enoch
Claim
Operate an Enoch control plane through MCP tools
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| 41108 |
Playwright MCP Server
Claim
Enables browser automation and web interaction through structured accessibility…
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| 41109 |
agent-payment-mcp
Claim
Secure USDC payments for AI agents on Base blockchain with budget controls and …
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| 41110 |
ziwei-mcp
Claim
A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates a…
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| 41111 |
Mockzilla
Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
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| 41112 |
rewind-mcp
Claim
Enables developers to recover their working context after interruptions by anal…
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| 41113 |
cpcmcp
Claim
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| 41114 |
cmmv-mcp
Claim
Enables standardized interactions between LLMs and CMMV applications using the …
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| 41115 |
mcp-server-graphdb
Claim
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| 41116 |
A serverless AI-powered system built with Cloudflare Workers that handles multi…
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| 41117 |
Conductor MCP Server
Claim
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
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| 41118 |
TaskWarrior MCP Server
Claim
MCP server that wraps TaskWarrior command-line tool. Provides 22 tools for task…
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| 41119 |
brickdocs
Claim
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| 41120 |
korea-finance-mcp
Claim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
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| 41121 |
Document Organizer MCP
Claim
Enables agents to manage and organize local documents by listing, inspecting, e…
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| 41122 |
obsidian-mcp
Claim
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| 41123 |
mcp
Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
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| 41124 |
@formegifts/mcp
Claim
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
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| 41125 |
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
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| 41126 |
mnemex
Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
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| 41127 |
MCP Number Powers Server
Claim
Exposes tools to calculate powers (square, cube, etc.) of a number via stdio or…
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| 41128 |
Anchor MCP
Claim
Provides persistent, local-first long-term memory for LLMs using Voronoi-partit…
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| 41129 |
Attio CRM
Claim
Streamline your Attio workflows using natural language to search, create, updat…
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| 41130 |
openapi-navigator
Claim
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
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| 41131 |
js-reverse-mcp
Claim
A Chrome DevTools Protocol-based MCP server that enables AI coding assistants t…
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| 41132 |
Canvas
Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
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| 41133 |
KrystalView Analytics
Claim
AI agent access to website analytics, session replay, and anomaly detection.
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| 41134 |
mcp-stdio-guard
Claim
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
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| 41135 |
server
Claim
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| 41136 |
mastra-course
Claim
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| 41137 |
Korea Weather
Claim
Get real-time weather conditions and short-term forecasts across Korea. Check t…
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| 41138 |
bls-mcp-server
Claim
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
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| 41139 |
salesroom
Claim
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| 41140 |
chipi-v0-shadcn
Claim
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| 41141 |
Teardrop
Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
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| 41142 |
Intra Pay MCP Server
Claim
Enables Pix payment operations (cash-in/cash-out) and webhook management for In…
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| 41143 |
SEO Research MCP
Claim
Enables AI-powered IDEs to perform SEO research including backlink analysis, ke…
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| 41144 |
AsyncAPI MCP Server
Claim
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
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| 41145 |
ClickUp MCP
Claim
Enables AI assistants to interact with ClickUp workspaces through natural langu…
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| 41146 |
rental ops mcp
Claim
search for best places to rent
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| 41147 |
voice-audio-mcp
Claim
Enables text-to-speech, voice cloning, audio generation, and transcription usin…
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| 41148 |
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
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| 41149 |
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
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| 41150 |
seekstone
Claim
MCP Server for Obsidian.
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