MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 2 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64001 |
auth-vault
Claim
MCP server for secure credential management, browser-based login automation, an…
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| 64002 |
HWPX Document Server
Claim
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
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| 64003 |
mcp-server-smallinvoice
Claim
MCP server for smallinvoice.ch — Swiss SME invoicing and accounting with 146 to…
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| 64004 |
socialmemory-mcp
Claim
Enables local AI agents to search, read, and manage a user's saved X likes and …
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| 64005 |
sample-mcp
Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
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| 64006 |
Salesforce MCP Server
Claim
Integrates Claude with Salesforce for natural language interactions with Salesf…
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| 64007 |
infinity-bemind
Claim
Enables querying sprint board capacity and task data for a team, allowing Claud…
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| 64008 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
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| 64009 |
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| 64010 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
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| 64011 |
Tychi MCP
Claim
Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-…
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| 64012 |
claude-code-tools
Claim
MCP server providing code review, auto-fix, test running, linting, formatting, …
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| 64013 |
remote-mcp-authless
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 64014 |
Profitpather
Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
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| 64015 |
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
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| 64016 |
siyuan-mcp-server
Claim
Enables AI models to interact with SiYuan Note systems, allowing management of …
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| 64017 |
MongoDB MCP Server
Claim
Enables AI assistants to interact natively with MongoDB databases, including sc…
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| 64018 |
LimeAI MCP Server
Claim
MCP server for integrating LimeAI capabilities into your workflow. Enables acce…
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| 64019 |
Lightweight MCP server for Gmail and Google Calendar, enabling email and calend…
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| 64020 |
Mobile E2E MCP
Claim
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
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| 64021 |
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
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| 64022 |
GitHub MCP Server
Claim
Enables comprehensive interaction with the GitHub API for managing repositories…
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| 64023 |
WEATHGARDS
Claim
Exposes MCP tools that enable remote LLMs to query local Docker containers, OS …
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| 64024 |
QuantDinger
Claim
AI quantitative trading platform for crypto, stocks, and forex with backtesting…
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| 64025 |
Distill
Claim
MCP server that provides a shared team knowledge base by transforming raw input…
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| 64026 |
Longbridge
Claim
US/HK markets — 110 tools: real-time quotes, options, orders, fundamentals, ale…
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| 64027 |
CCCMemory MCP
Claim
Provides Claude with long-term memory by indexing conversation history, enablin…
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| 64028 |
bug-bounties
Claim
Real-time directory of every public VDP and bug bounty program
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| 64029 |
Prospector MCP
Claim
Finds and verifies business email addresses using DNS/SMTP verification and web…
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| 64030 |
f1-latest-cn-mcp
Claim
Enables AI assistants to query the latest F1 news from the official F1 website …
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| 64031 |
memory-mcp-server
Claim
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
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| 64032 |
Alpha Vantage MCP Server
Claim
A comprehensive MCP server that provides access to Alpha Vantage's financial da…
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| 64033 |
clearskies MCP Server
Claim
Provides AI assistants with tools for code generation, documentation, and proje…
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| 64034 |
tokenslim-mcp
Claim
Provides context compression via the tokenslim engine, enabling MCP hosts to re…
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| 64035 |
@crontinel/mcp-server
Claim
Connects AI assistants to Crontinel, enabling natural language queries about cr…
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| 64036 |
LLM Council MCP
Claim
A lightweight, local MCP server for Mac that replicates a 3-stage LLM council w…
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| 64037 |
Exposes a semantic layer on GA4 event data in BigQuery via an MCP server for co…
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| 64038 |
DataToRAG MCP
Claim
An open-source Model Context Protocol gateway that connects Google Workspace, J…
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| 64039 |
Datadog MCP Server
Claim
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
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| 64040 |
hub
Claim
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| 64041 |
cloud-support-mcp
Claim
MCP server for Google Cloud Support API v2. Provides tools for managing Google …
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| 64042 |
Copywriting MCP Server
Claim
Provides 10 validation tools for direct response copywriting, including blind c…
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| 64043 |
prection
Claim
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| 64044 |
Enables interaction with Figma tools and services through a standardized MCP in…
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| 64045 |
InstrMCP
Claim
MCP server for quantum device physics laboratory instrumentation control, enabl…
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| 64046 |
arc-mcp-hub
Claim
A thin, deterministic MCP hub for SAP BTP that routes connections to multiple S…
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| 64047 |
security-framework-mcp
Claim
Unified MCP server integrating NIST and OWASP security frameworks with live vul…
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| 64048 |
mcp-ai-workspace
Claim
Exposes document retrieval as an MCP tool, enabling LLMs to search a local vect…
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| 64049 |
whoop-mcp
Claim
Enables Claude to access WHOOP data such as recovery, sleep, strain, and workou…
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| 64050 |
hyperweave
Claim
HyperWeave gives agents a visual output surface: structured data in, branded SV…
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