MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41051 |
Lithuania payments for AI agents — cards / Apple Pay via Stripe. Never holds fu…
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| 41052 |
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
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| 41053 |
founden-mcp
Claim
Build your company over chat: website, app, and admin built in the cloud. One A…
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| 41054 |
claude-ipc-broker
Claim
A message broker enabling coordination between multiple Claude Code terminals t…
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| 41055 |
Enables querying LlamaCloud document indices using retrieval-augmented generati…
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| 41056 |
filezop
Claim
Exposes file system operations to AI clients via MCP, enabling secure read, wri…
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| 41057 |
ServalSheets
Claim
Enables AI agents to interact with Google Sheets through 25 tools and 407 actio…
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| 41058 |
manus-mcp-server
Claim
Enables Claude to generate images by wrapping the Manus API through a remote MC…
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| 41059 |
github-mcp
Claim
GitHub MCP server for Claude Code, Cursor, Cline, Windsurf, and any MCP-compati…
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| 41060 |
sap-mcp-simulation
Claim
Simulates and intermediates integrations with SAP via OData, exposing automated…
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| 41061 |
An MCP server that enables natural language interaction with the Notion API, al…
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| 41062 |
Zimbra MCP Server
Claim
This server enables managing Zimbra emails, contacts, tags, and calendar via th…
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| 41063 |
Salla MCP Server
Claim
Bridges AI assistants to Salla e-commerce stores for natural language operation…
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| 41064 |
Skolverket-MCP
Claim
Enables easy access to open data from the Swedish National Agency for Education…
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| 41065 |
apix420-mcp-server
Claim
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| 41066 |
tool-smith
Claim
MCP server that routes natural language requests to structured tool calls using…
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| 41067 |
local-datasource
Claim
将akshare、yfinance、wbgapi、arxiv等免费公开接口封装为4个标准MCP工具,使支持MCP的智能体无需第三方账号和云额度即可直接查询金融…
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| 41068 |
RAGFlow MCP Server
Claim
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
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| 41069 |
Docker MCP Server
Claim
Enables managing Docker containers (run, list, stop, remove, view logs) through…
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| 41070 |
n8n-MCP
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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| 41071 |
RankedLM MCP Server
Claim
An auditable MCP gateway with JWT authentication and PostgreSQL audit logs, exp…
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| 41072 |
Unerr
Claim
unerr is operational memory—a local runtime behind your agent's MCP enforcing s…
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| 41073 |
Aikount MCP
Claim
MCP server for Spanish accounting for freelancers and SMEs, enabling AI agents …
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| 41074 |
Mnemopaysdk
Claim
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| 41075 |
A clean architecture backend API that registers and semantically searches data …
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| 41076 |
NeuralBrain
Claim
NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 …
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| 41077 |
UK grocery price comparison across major supermarkets.
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| 41078 |
steam-trends-mcp
Claim
Track concurrent player counts and game momentum for any title on Steam via AI …
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| 41079 |
Domino MCP Server
Claim
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
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| 41080 |
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
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| 41081 |
weather-mcp-server
Claim
An MCP server that provides weather data
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| 41082 |
zendesk-mcp
Claim
MCP server for Zendesk. Read/write tools for tickets, comments, views, macros, …
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| 41083 |
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
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| 41084 |
Enables searching and retrieving job listings from the Active Jobs Db API with …
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| 41085 |
beatlyzer-mcp
Claim
Enables AI agents to analyze audio files, extracting tempo, key, beat drops, vo…
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| 41086 |
figma-to-markdown-mcp
Claim
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
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| 41087 |
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
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| 41088 |
Stitch-MCP
Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
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| 41089 |
openfinclaw
Claim
Enables quant research, strategy development, backtesting, and paper trading th…
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| 41090 |
SupliiChain MCP Sandbox
Claim
A lightweight, local inventory-intelligence MCP server that enables querying st…
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| 41091 |
Enables AI agents to fetch and search news from multiple sources including RSS/…
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| 41092 |
brs-docs-mcp
Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
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| 41093 |
Departure and admission records for AI agents with Ed25519/P-256 signatures.
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| 41094 |
MCP-RAG
Claim
Turns Claude Desktop into a personal document question-answering system using l…
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| 41095 |
HealthLedger MCP
Claim
A local-first, model-agnostic MCP server that stores personal health data in a …
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| 41096 |
Helps plan and reuse CE-RISE Digital Passport components, models, and deploymen…
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| 41097 |
Local image and video processing MCP server with 13 tools for resize, convert, …
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| 41098 |
Postal address validation API for AI agents. Parse and validate addresses world…
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| 41099 |
substack-mcp
Claim
Remote MCP server that provides tools to read a Substack user's notes and recen…
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| 41100 |
ai-mcp-server
Claim
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
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