MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48501 |
instagram-mcp
Claim
Enables reading, publishing, commenting, direct messaging, and pulling insights…
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| 48502 |
mcp-databricks
Claim
Provides MCP tools to interact with Databricks SQL warehouses, enabling metadat…
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| 48503 |
RanchHand
Claim
Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools…
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| 48504 |
agent-memory
Claim
Cloudflare Workers MCP server: agent-memory
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| 48505 |
DNS analytics and optimization. Debug DNS issues and optimize performance based…
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| 48506 |
Eureka Labo MCP Server
Claim
Enables task management and automated development tracking for Eureka Labo proj…
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| 48507 |
MCPacer
Claim
An AI-powered running coach that connects Claude to your Strava data, providing…
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| 48508 |
testing-mastra
Claim
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| 48509 |
mcp-recreation-gov
Claim
Wraps the Recreation Information Database (RIDB) API to enable querying recreat…
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| 48510 |
infra-advisor-mcp
Claim
Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO …
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| 48511 |
@lpm-registry/mcp-server
Claim
MCP server for the LPM package registry, enabling AI tools to search, browse so…
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| 48512 |
Homespun
Claim
Deploy a multi-user web app from your agent: hosting, auth, database, and permi…
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| 48513 |
Labradoc MCP Server
Claim
Enables AI assistants to interact with Labradoc's document management, email in…
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| 48514 |
notmuchproxy
Claim
Enables LLMs to search and read email from a notmuch archive, providing tools f…
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| 48515 |
MCP GraphQL Sales Server
Claim
Provides AI assistants with access to sales data from a Northwind-style databas…
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| 48516 |
context-autopilot
Claim
Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGEN…
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| 48517 |
memorydetective
Claim
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) …
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| 48518 |
orz-discord-relay-ws
Claim
Minimal Discord Gateway relay for Claude Code and any MCP client using raw WebS…
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| 48519 |
mcp-server-jis
Claim
MCP server for jis: bilateral intent identity verification. Enables users to ve…
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| 48520 |
PipeDrive MCP Server
Claim
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
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| 48521 |
J-Quants Free MCP Server
Claim
Enables access to Japanese stock market data via the free J-Quants API, providi…
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| 48522 |
MkDocs MCP Server
Claim
A generic, configurable MCP server that makes any MkDocs documentation site sea…
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| 48523 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
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| 48524 |
ton-jetton-risk-mcp
Claim
MCP server that screens any TON jetton (token) for rug-pull and honeypot risk. …
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| 48525 |
codeglance-mcp
Claim
Analyzes GitHub repositories using Gemini AI and generates comprehensive docume…
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| 48526 |
nanograph-mcp
Claim
Build Nanograph datasources from Markdown or PDF corpora and serve them through…
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| 48527 |
chrome-local-mcp
Claim
Lightweight MCP server for controlling a Windows Chrome instance from WSL, desi…
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| 48528 |
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injec…
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| 48529 |
Windows TTS MCP Server
Claim
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
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| 48530 |
mcdk-mcp-tracy
Claim
An MCP server that captures and analyzes function-level profiling data from Net…
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| 48531 |
mcp-api-toolkit
Claim
Comprehensive API development and testing MCP server for Claude Code. Integrate…
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| 48532 |
whatsapp-mcp
Claim
Enables sending WhatsApp messages from MCP clients using a personal WhatsApp ac…
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| 48533 |
bulkrender-mcp
Claim
Generate DOCX and PDF documents from reusable templates at scale. Upload a DOCX…
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| 48534 |
Astro Charts
Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
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| 48535 |
arch-drawing-analyzer
Claim
Enables Claude to read and analyze large architectural drawing PDFs by slicing …
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| 48536 |
mcp-crontab
Claim
Provides tools to parse and describe cron expressions in plain English, and com…
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| 48537 |
easypaydirect-mcp
Claim
Read-only MCP server for Easy Pay Direct / NMI payment gateway, enabling natura…
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| 48538 |
plane-mcp-server
Claim
Enables interaction with Plane.so project management API through natural langua…
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| 48539 |
gitbook-mcp
Claim
MCP server that exposes 39 tools for GitBook API automation, enabling AI agents…
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| 48540 |
atera-mcp
Claim
MCP server for the Atera RMM API. Implements a decision tree architecture for e…
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| 48541 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 48542 |
TAP Insights MCP
Claim
Connects TikTok accounts to Claude, enabling analysis of account data for brand…
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| 48543 |
FinChat
Claim
Enables AI agents to manage personal finances through MCP tools for transaction…
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| 48544 |
An MCP server that wraps the ThreeHats Foundry VTT REST API relay so an LLM age…
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| 48545 |
Etherscan MCP Python
Claim
Provides comprehensive access to Ethereum blockchain data through the Etherscan…
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| 48546 |
test
Claim
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| 48547 |
ro-eli-mcp
Claim
This MCP server enables searching and retrieving Romanian legislation from the …
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| 48548 |
anytype-grpc
Claim
Enables AI assistants to control Anytype objects, blocks, and views via its int…
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| 48549 |
Enables AI assistants to manage Cloudflare DNS zones and records, including lis…
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| 48550 |
mcpify
Claim
Turns any OpenAPI specification into a fully working MCP server with a single c…
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