MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47101 |
roku-mcp
Claim
Enables AI agents to inspect and control Roku devices—query UI elements, send r…
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| 47102 |
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
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| 47103 |
Enables AI assistants to interact with Salesforce orgs through natural language…
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| 47104 |
Gmail MCP Server
Claim
A Node.js server that connects MCP to Gmail, enabling LLMs to send, read, and m…
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| 47105 |
tossinvest-openapi-mcp
Claim
Explore and integrate the Toss Securities (토스증권) Open API — browse endpoints & …
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| 47106 |
mcp-odbc
Claim
A Python MCP server that connects to any ODBC data source and exposes schema di…
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| 47107 |
smithery-mcp
Claim
Greet anyone by name with a friendly message. Toggle pirate mode for playful, s…
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| 47108 |
ShipScreens MCP Server
Claim
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
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| 47109 |
Enable seamless integration with the Hypercore network by exposing its data and…
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| 47110 |
Domain memory
Claim
A local MCP server that accumulates the business-domain knowledge of a software…
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| 47111 |
test
Claim
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| 47112 |
mcp-server
Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
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| 47113 |
32 paid x402 endpoints (1¢-8¢) + 32 MCP tools for blockchain data (gas forecast…
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| 47114 |
企业查询MCP
Claim
Unlocks comprehensive enterprise data insights, enabling queries on business en…
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| 47115 |
Ordinal-MCP
Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
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| 47116 |
fbdl-mcp
Claim
MCP server for Meta's FBDL (Facebook Developer Language). Lets AI agents genera…
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| 47117 |
smithery_claude
Claim
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| 47118 |
Hyperliquid spot market data API for AI agents. Live prices, 24h volume, market…
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| 47119 |
MCP Kali Server
Claim
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
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| 47120 |
Hevy MCP
Claim
MCP server for the Hevy fitness API — spec-generated schemas, dry-run-safe writ…
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| 47121 |
DCI MCP Server
Claim
MCP server for DCI API enabling AI models to extract and analyze DCI jobs, comp…
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| 47122 |
Atomic Red Team MCP
Claim
Provides access to Atomic Red Team tests, enabling search, validation, and exec…
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| 47123 |
Grok AI MCP Server
Claim
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
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| 47124 |
VERITAS
Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
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| 47125 |
@flexpa/mcp-fhir
Claim
Enables interaction with FHIR servers to access, search, and manage FHIR resour…
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| 47126 |
네이버 길찾기 MCP 서버
Claim
Enables users to access Naver Maps API functionality including directions, plac…
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| 47127 |
memoire
Claim
Design system MCP server. 20 tools: extract design tokens from any URL, pull fr…
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| 47128 |
DecisionGraph MCP Server
Claim
Enables preserving, querying, and managing engineering decisions with reasoning…
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| 47129 |
candice-ai
Claim
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| 47130 |
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
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| 47131 |
Caplia
Claim
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow manage…
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| 47132 |
noapi-google-search-mcp
Claim
An MCP server that gives local LLMs access to Google search, live feeds, YouTub…
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| 47133 |
Enables intelligent task assignment to developers using hybrid AI algorithms th…
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| 47134 |
PM-Skills MCP
Claim
MCP server exposing 40 best-practice product management skills plus workflows a…
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| 47135 |
content-calendar-ai-mcp
Claim
content-calendar-ai-mcp MCP server by MEOK AI Labs
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| 47136 |
ratings
Claim
Independent quality ratings for MPP services on Tempo. Query scores, get AI-pow…
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| 47137 |
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
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| 47138 |
test
Claim
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| 47139 |
Jimeng MCP Server
Claim
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
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| 47140 |
Provides AI assistants like Claude or Cursor with access to Payman AI's documen…
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| 47141 |
mcp-server-blog
Claim
A demo MCP server illustrating production patterns including OAuth 2.0 token va…
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| 47142 |
test1
Claim
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| 47143 |
Wikipedia MCP Server
Claim
Provides structured access to Wikipedia content including search, summaries, im…
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| 47144 |
pdf-reader-server
Claim
A Model Context Protocol server for managing text notes, with resources (note:/…
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| 47145 |
testweather
Claim
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| 47146 |
vikunja-mcp
Claim
Lightweight MCP server for Vikunja task management, providing tools to manage p…
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| 47147 |
youtube-mcp-server
Claim
A local stdio MCP server that gives Claude (or any MCP client) full programmati…
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| 47148 |
Pytheum MCP
Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
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| 47149 |
sfgraph
Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
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| 47150 |
schematica-mcp-server
Claim
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
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