MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 4 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52851 |
whisper-mcp
Claim
MCP server that provides a transcribe_audio tool to convert voice messages from…
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| 52852 |
OneSocial
Claim
OneSocial — The Professional Operating System™
Find vetted freelancers, creati…
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| 52853 |
Consciousness MCP Server
Claim
MCP server providing persistent brain storage for LLM agents, including memory,…
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| 52854 |
An MCP server that provides calculations for 11 betting methods including Marti…
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| 52855 |
serial-mcp
Claim
MCP server for serial port communication. Provides tools to open, read, write, …
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| 52856 |
Bawbel Scanner
Claim
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
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| 52857 |
Zhijiangyun Cloud (智匠云)
Claim
Robot embodied-AI cloud for GPU training, inference, benchmarks, and robot data…
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| 52858 |
wiznote-mcp
Claim
Enables Claude to interact with a private WizNote server for document managemen…
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| 52859 |
xmind-mcp
Claim
Enables AI assistants to read and write XMind mind map files, allowing generati…
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| 52860 |
MCPico
Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
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| 52861 |
Glygen MCP Server
Claim
MCP server that enables querying GlyGen for summaries of proteins, glycans, sit…
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| 52862 |
Provides translation and language detection tools to AI agents, processing text…
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| 52863 |
Connect to Oracle databases via MCP, providing secure read-only access with sup…
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| 52864 |
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
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| 52865 |
A multi-account MCP server providing 72 tools for Gmail and Google Calendar, wi…
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| 52866 |
Quizlar
Claim
Quizlar is the learning MCP server. It turns whatever source the user brings — …
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| 52867 |
TouchBistro MCP Server
Claim
A comprehensive MCP server for TouchBistro restaurant management, offering 190 …
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| 52868 |
timeweb-mcp-server
Claim
Automates deployment of applications to Timeweb Cloud via the Model Context Pro…
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| 52869 |
workflow-generator
Claim
Architecture diagram with concurrency capacity and bottleneck estimates from an…
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| 52870 |
MCP Memory Graph
Claim
Authority-weighted memory graph for AI agents with conflict detection and seman…
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| 52871 |
Context3D MCP Server
Claim
Enables AI-powered 3D model generation from text and images with PBR textures, …
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| 52872 |
Oura MCP
Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
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| 52873 |
mcp-arcgis-lakecountyil
Claim
Enables searching and querying Lake County, Illinois open geospatial data (parc…
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| 52874 |
hit-mcp
Claim
Read-only MCP server for the HIT ticket management system that lists queues, se…
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| 52875 |
Enables AI-powered business intelligence queries on Elasticsearch data using na…
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| 52876 |
mcp-broker
Claim
Local MCP broker that exposes one compact entry for many upstream servers.
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| 52877 |
Access high quality transcripts for podcasts. Updated in real-time as new episo…
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| 52878 |
Parallect MCP Server
Claim
Enables AI assistants to perform multi-provider deep research via Parallect.ai,…
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| 52879 |
truqu-mcp
Claim
Enables querying and managing Truqu goals, feedback, and reflections by loading…
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| 52880 |
Verity MCP Server
Claim
Provides AI agents access to Medicare coverage policies, prior authorization re…
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| 52881 |
@sattva/dokploy-mcp
Claim
MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy O…
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| 52882 |
Teardrop
Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
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| 52883 |
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
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| 52884 |
mcp-playwright-ai
Claim
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| 52885 |
Cocos Creator MCP Server
Claim
Enables AI assistants to interact with the Cocos Creator 3.8+ editor through st…
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| 52886 |
todo-mcp
Claim
A stateful todo-list MCP server that allows adding, listing, completing, and de…
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| 52887 |
An MCP server that enables conversational access to Lumar SEO crawl data via it…
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| 52888 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 52889 |
cross-search
Claim
Enables multi-engine parallel search with cross-validation, combining Brave, Ta…
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| 52890 |
SharePoint MCP Server
Claim
Enables AI assistants to manage Microsoft SharePoint documents and folders thro…
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| 52891 |
mcptokens
Claim
Provides tool to count token cost of any MCP server's tool definitions, enablin…
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| 52892 |
TalentFlow HR MCP Server
Claim
Resume parsing & candidate matching engine (European markets - ONSS/DIMONA comp…
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| 52893 |
sufetch
Claim
MCP server that enables AI assistants to explore and generate code for type-saf…
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| 52894 |
claude-switchboard
Claim
Enables teams to share context and messages between Claude Code sessions via a …
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| 52895 |
shopline-mcp
Claim
MCP server for the Shopline Open API. Exposes 140+ tools for querying and manag…
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| 52896 |
Enables forensic investigators to acquire data from Android devices via ADB, in…
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| 52897 |
MCP → Local MSSQL Server
Claim
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
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| 52898 |
fungenerators
Claim
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| 52899 |
openwrt-mcp
Claim
Allows you to interact with an OpenWrt router via SSH, enabling command executi…
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| 52900 |
x402-extract
Claim
Pay-per-call MCP server. $0.01 USDC extracts schema.org/Product JSON from any U…
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