MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44551 |
mcp
Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
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| 44552 |
Figma Context MCP
Claim
An MCP server that gives AI coding tools access to Figma design data for accura…
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| 44553 |
agentkey
Claim
AgentKey is the execution layer between AI agents and the real internet. One MC…
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| 44554 |
Decodo MCP Server
Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
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| 44555 |
agent-discovery-mcp
Claim
Minimal MCP server (~250 lines TS) for ERC-8004 agent discovery + x402 payment.…
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| 44556 |
MCP-NG
Claim
A high-performance Go-based MCP server that provides a microservice architectur…
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| 44557 |
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
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| 44558 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
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| 44559 |
kiwoom-hts-dashboard
Claim
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| 44560 |
office-mcp-server
Claim
AI-powered professional document generation server that creates Word and Excel …
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| 44561 |
Exposes Power Platform Pipeline operations as MCP tools for Copilot Studio agen…
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| 44562 |
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
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| 44563 |
appd-mcp
Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
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| 44564 |
GreenboneMCP
Claim
An MCP server connecting AI clients to Greenbone/OpenVAS for vulnerability scan…
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| 44565 |
telegram
Claim
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| 44566 |
TheWeave is a markdown-native memory architecture for Claude and any MCP-aware …
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| 44567 |
Let AI tools securely access your LinkedIn network and DMs
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| 44568 |
neo4j
Claim
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| 44569 |
mcp-checker1
Claim
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| 44570 |
AI Repo Adventures MCP
Claim
Transforms code repositories into interactive, themed adventures for exploratio…
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| 44571 |
synapse-research
Claim
A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
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| 44572 |
mem0-mcp
Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
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| 44573 |
ffmpeg-mcp
Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
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| 44574 |
PocketBase MCP Server
Claim
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
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| 44575 |
codetex-mcp
Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
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| 44576 |
seracade
Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
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| 44577 |
Reports MCP Server
Claim
Enables management of penetration testing reports and vulnerabilities through a…
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| 44578 |
mcp-recall
Claim
A self-hosted MCP memory server that gives AI assistants persistent, semantic m…
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| 44579 |
markview
Claim
Native macOS markdown previewer with MCP server for Claude Code. Lets AI assist…
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| 44580 |
mcp-simple-voicevox
Claim
Provides VOICEVOX text-to-speech as an MCP tool. Requires a running VOICEVOX en…
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| 44581 |
Weather MCP
Claim
A MCP server for querying real-time weather information for any city worldwide …
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| 44582 |
Zocialeye MCP Server
Claim
Enables access to Zocialeye's social media analytics API for campaign data anal…
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| 44583 |
outlook-classic-mcp
Claim
Enables MCP-aware agents to interact with the classic Outlook desktop client fo…
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| 44584 |
Spotify MCP Server
Claim
A MCP server for controlling Spotify playback, searching for content, and manag…
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| 44585 |
etapa
Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
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| 44586 |
files-mcp-ts
Claim
A lightweight MCP server for basic file operations, enabling reading, writing, …
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| 44587 |
codesight
Claim
Provides 13 MCP tools for codebase analysis, wiki generation, and knowledge map…
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| 44588 |
idf-mcp
Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
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| 44589 |
Pixal3D-MCP
Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 44590 |
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
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| 44591 |
SnelStart MCP Server
Claim
Enables seamless integration with SnelStart accounting data, allowing users to …
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| 44592 |
Gitlab Utils
Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
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| 44593 |
Polymarket MCP Server
Claim
Enables AI agents to interact with the Polymarket prediction market platform to…
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| 44594 |
mev-history-mcp
Claim
MCP server for EVM MEV history, offering pay-per-call endpoints to check wallet…
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| 44595 |
A flexible MCP server that enables users to define and execute arbitrary comman…
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| 44596 |
Zuplo
Claim
Retrieve insurance profiles on demand to enrich customer workflows. Access up-t…
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| 44597 |
OptimAI Search MCP
Claim
Enables Web3-focused web searches via the OptimAI External Search API, providin…
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| 44598 |
ContextCore
Claim
A local-first MCP server that indexes all your local files (text, code, images,…
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| 44599 |
A comprehensive Model Context Protocol (MCP) server that provides complete acce…
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| 44600 |
Substack MCP Server
Claim
Enables interaction with Substack publications through natural conversation, al…
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