MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31401 |
Gemini MCP Server
Claim
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
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| 31402 |
immich-photo-manager
Claim
Turn your self-hosted Immich photo library into a conversation — natural langua…
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| 31403 |
Gestao-MCP
Claim
A customer and product management MCP server using SQLite. It enables Claude De…
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| 31404 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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| 31405 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
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| 31406 |
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
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| 31407 |
Futarchy MCP Server
Claim
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
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| 31408 |
Hyperlocal event search across 50 US states — 29K venues, 275K upcoming events.
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| 31409 |
openapi
Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
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| 31410 |
Ybe Check
Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
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| 31411 |
canlii-mcp
Claim
An MCP server providing AI assistants access to Canadian case law and legislati…
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| 31412 |
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
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| 31413 |
TrustLayer MCP Server
Claim
Provides read-only access to TrustLayer's public API, enabling users to query a…
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| 31414 |
MCP server for Talos Linux — resources, services, logs, health, config, lifecyc…
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| 31415 |
Great Question
Claim
Great Question is the Agentic UX research platform for product builders. Run in…
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| 31416 |
fillin
Claim
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| 31417 |
pripera
Claim
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| 31418 |
Ship software securely with an AI AppSec Agent
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| 31419 |
zoho-mail-mcp
Claim
MCP server for Zoho Mail. Read, search, and send email from Claude.
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| 31420 |
social-listening
Claim
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| 31421 |
EliteMCP
Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
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| 31422 |
MAX Exchange MCP Server
Claim
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
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| 31423 |
Schrodingers Boolean
Claim
schrodingers-boolean MCP — wraps StupidAPIs (requires X-API-Key)
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| 31424 |
zont-mcp
Claim
An MCP server that connects AI assistants to the ZONT heating system via the of…
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| 31425 |
Provides full execution and management capabilities for Microsoft Fabric Data E…
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| 31426 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 31427 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 31428 |
Time-MCP
Claim
{
"mcpServers": {
"simple-time-mcp": {
"command": "touch",
"a…
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| 31429 |
browserbase
Claim
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| 31430 |
Tally MCP Server
Claim
A comprehensive Model Context Protocol server that enables Claude Desktop users…
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| 31431 |
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
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| 31432 |
Instagram MCP Server
Claim
Enables AI assistants to interact with Instagram and Facebook accounts through …
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| 31433 |
OwlOCR MCP
Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
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| 31434 |
USASpending.gov
Claim
USASpending.gov federal contracts, subawards, recipients, agencies. 55 tools.
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| 31435 |
civic-mcp-gateway
Claim
Give your AI agents a verified identity, scoped permissions, audit trails, and …
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| 31436 |
Nexian MCP Hub
Claim
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
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| 31437 |
mcp-server
Claim
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| 31438 |
lazymac-k-mcp
Claim
42 developer tools through one MCP install
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| 31439 |
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| 31440 |
A2A Client MCP Server
Claim
Enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, …
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| 31441 |
Soul Crystal MCP
Claim
Provides AI agents with a persistent internal dynamical state and emotional res…
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| 31442 |
Vaultix MCP Server
Claim
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
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| 31443 |
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
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| 31444 |
Provides comprehensive Swiss agricultural environmental compliance data coverin…
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| 31445 |
gmail-mcp6
Claim
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| 31446 |
test
Claim
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| 31447 |
SuperMemory MCP
Claim
A tool that makes memories stored in ChatGPT accessible across various language…
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| 31448 |
ai-pdf-assistant
Claim
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| 31449 |
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
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| 31450 |
Model Runner
Claim
Provides a unified MCP interface for running completions, embeddings, image gen…
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