MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63801 |
Funplay Unreal MCP
Claim
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unre…
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| 63802 |
OTC Pricing MCP Server
Claim
An open-source Model Context Protocol (MCP) server for the Open Telekom Cloud (…
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| 63803 |
sight-mcp
Claim
A powerful MCP server that brings AI vision capabilities to Claude Desktop. Ana…
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| 63804 |
SolidWorks MCP Server
Claim
Enables natural language control of SolidWorks 2024 through MCP, providing 87 t…
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| 63805 |
cpf-validador
Claim
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
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| 63806 |
eq-reference-mcp
Claim
MCP server for searching, browsing, solving, and interpolating engineering equa…
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| 63807 |
pr-mcp-server
Claim
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
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| 63808 |
jp-business-calendar-mcp
Claim
Enables AI assistants to perform Japanese business calendar calculations includ…
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| 63809 |
Jana MCP Server
Claim
Provides natural language access to environmental data including air quality me…
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| 63810 |
debug-mcp-server
Claim
Bridges web browsers and Claude Code for seamless debugging workflows by receiv…
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| 63811 |
Synchronex
Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
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| 63812 |
Build Runner MCP Server
Claim
Provides structured build, compile, and test operations with parsed output to r…
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| 63813 |
this-needs-a-call
Claim
Self-host a realtime voice-call companion for coding agents. Exposes an MCP end…
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| 63814 |
mailverdict
Claim
Keyless email checks: disposable, role, and free-provider detection, MX, and ty…
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| 63815 |
mcp-acedatacloud
Claim
Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usag…
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| 63816 |
Joplin Server MCP
Claim
MCP server for Joplin Server that gives LLMs full access to notes, notebooks, t…
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| 63817 |
mcpx
Claim
A Model Context Protocol server for complete shell and SSH mastery, enabling co…
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| 63818 |
execution-run-mcp
Claim
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
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| 63819 |
polymarket-mcp
Claim
Read-only Polymarket prediction market data for AI agents.
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| 63820 |
Dual Water Tank MCP
Claim
Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltag…
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| 63821 |
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redi…
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| 63822 |
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
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| 63823 |
mcp-gsuite
Claim
MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…
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| 63824 |
abap-adt-mcp
Claim
Enables AI assistants like Claude Code to directly connect to SAP ABAP systems …
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| 63825 |
Trip Tracker MCP Server
Claim
A Model Context Protocol (MCP) server that provides access to a trip tracking S…
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| 63826 |
A self-hosted web search and page extraction service adapter that bridges your …
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| 63827 |
web-reader
Claim
A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
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| 63828 |
morningform
Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
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| 63829 |
IA-QA as an MCP Server
Use IA-QA's developer tools to test your llm agents RAG …
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| 63830 |
reachy-mini-mcp
Claim
MCP server for Reachy Mini robot that exposes robot state and motion control to…
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| 63831 |
CueScope
Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
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| 63832 |
GuruPDF
Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
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| 63833 |
biomarker-ranges
Claim
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| 63834 |
@socheli/mcp
Claim
Enables MCP-enabled agents to manage Socheli content: list, inspect, generate r…
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| 63835 |
sp-api-mcp-server
Claim
Unifies Amazon SP-API and Ads API into 20 MCP tools for orders, inventory, repo…
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| 63836 |
Universal MCP Server
Claim
A universal MCP server providing calculator and API calling tools, deployable o…
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| 63837 |
mcp-job-queue
Claim
Enables MCP clients to submit long-running jobs that are executed safely in iso…
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| 63838 |
Dockerfile Audit
Claim
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain,…
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| 63839 |
A Model Context Protocol server that enables Claude to help developers implemen…
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| 63840 |
litescope
Claim
Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is ava…
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| 63841 |
mcp-llm-offload
Claim
An MCP server that offloads light LLM work from Claude to a model you control, …
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| 63842 |
devenv-cache
Claim
Provides a local SQLite cache of package documentation and APIs, enabling AI co…
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| 63843 |
otp-ai-mcp
Claim
otp-ai-mcp MCP server by MEOK AI Labs
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| 63844 |
mcp-gateway-sandbox
Claim
Enables executing arbitrary code and Postman collections in isolated Docker san…
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| 63845 |
SpicyGen
Claim
AI adult image, character and movie generator (18+). Characters, images, videos…
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| 63846 |
Search, compare & filter 102,191 European car variants — 180 specs, 19 language…
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| 63847 |
euinvoice-mcp
Claim
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
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| 63848 |
mcp
Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
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| 63849 |
flight-tracker
Claim
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
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| 63850 |
mcp-rag-assistant
Claim
MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enablin…
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