MCP Server Quality Scores
Independent quality analysis of 44440 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44201 |
notion-private-api-mcp
Claim
Unofficial Notion server via the private API (token_v2): full read/write across…
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| 44202 |
Flight Agent Matrix
Claim
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
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| 44203 |
WinCC OA MCP Server
Claim
A Model Context Protocol server that bridges AI assistants with WinCC OA projec…
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| 44204 |
Grok MCP Server
Claim
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
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| 44205 |
mcp-server-tripit
Claim
Enables interaction with TripIt travel planning service, allowing users to mana…
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| 44206 |
GPTers Search MCP Server
Claim
Searches knowledge from the GPTers AI study community with filtering by date, a…
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| 44207 |
Recall
Claim
MCP server providing AI agents with a typed-edge graph memory layer that enable…
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| 44208 |
dart-risk-mcp
Claim
Analyzes Korean DART (Financial Supervisory Service) public disclosures to dete…
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| 44209 |
Enables AI models to retrieve user geolocation information through EdgeOne Page…
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| 44210 |
test
Claim
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| 44211 |
JauMemory MCP Server
Claim
Provides persistent memory capabilities for AI assistants, enabling storage, re…
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| 44212 |
UI Bridge MCP
Claim
Enables AI to inspect and interact with UI elements, supporting control mode fo…
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| 44213 |
mailpal-mcp-server
Claim
Free email server for AI agents with hardware attestation, enabling agents to s…
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| 44214 |
Enables AI agents to interact with Arduino boards for compiling, uploading sket…
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| 44215 |
cod-api MCP Server
Claim
Exposes REST API endpoints defined in an OpenAPI Specification as MCP tools, al…
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| 44216 |
microsandbox-mcp
Claim
Connects AI agents to microsandbox for creating lightweight sandboxes, executin…
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| 44217 |
micro-app-mcp
Claim
Provides semantic search and knowledge base management for the micro-app micro-…
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| 44218 |
matcha money
Claim
Develop your ritual for financial wellness.
Connect your accounts, automate yo…
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| 44219 |
Redmine MCP Server
Claim
MCP server for Redmine project management, enabling tools for managing projects…
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| 44220 |
dottedsign-mcp
Claim
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage …
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| 44221 |
Ceki
Claim
Hire specialists by the hour — search, schedule, and pay via MCP protocol.
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| 44222 |
Korea Weather
Claim
Get real-time weather conditions and short-term forecasts across Korea. Check t…
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| 44223 |
A multimodal local memory MCP server that lets AI agents search across text, PD…
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| 44224 |
pokeclaw
Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
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| 44225 |
vsphere-mcp-server
Claim
MCP server for VMware vSphere infrastructure management, enabling VM operations…
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| 44226 |
precis-mcp
Claim
A uniform API for agents to read, write, and search across papers, documents, c…
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| 44227 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 44228 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
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| 44229 |
compare-cli-mcp
Claim
MCP server for compare-cli: contract version diff/redline and a drift gate as a…
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| 44230 |
freeplay-mcp
Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
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| 44231 |
mcp-google-multi
Claim
Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, D…
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| 44232 |
odooclaw-mcp
Claim
MCP server for Odoo 18 that provides 85 tools for CRUD operations, business act…
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| 44233 |
grippy-code-review
Claim
Open-source AI code review MCP server for local git diff auditing with determin…
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| 44234 |
Whoosh RAG MCP
Claim
An MCP server that provides full-text search over documentation using Whoosh, e…
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| 44235 |
Draw.io
Claim
Generates and displays interactive diagrams to visualize complex systems and wo…
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| 44236 |
spamtitan-mcp
Claim
MCP server for SpamTitan email security — manage quarantine, allowlists, blockl…
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| 44237 |
Read-only Mac mini AI operator setup offer with queue, pricing, and buyer-route…
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| 44238 |
glintefy
Claim
Provides comprehensive code quality analysis and automated fixing, available as…
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| 44239 |
codex-as-mcp
Claim
Delegates work from MCP clients (like Claude Code) to the Codex CLI, allowing s…
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| 44240 |
Basketeer
Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
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| 44241 |
byterovermemory-mcp
Claim
A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receip…
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| 44242 |
AllocContext
Claim
Portfolio-aware crypto context for AI agents. Discover holdings, market,
sentim…
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| 44243 |
monarch-mcp2
Claim
Unofficial MCP server for Monarch Money that exposes tools for managing account…
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| 44244 |
cognee MCP server
Claim
Enables Claude to interact with cognee for cognitive augmentation, supporting l…
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| 44245 |
reading-companion
Claim
A 4-stage reading companion that helps users set reading goals, discover books,…
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| 44246 |
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
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| 44247 |
ebenova-insights
Claim
Reddit and Nairaland keyword monitoring with AI reply drafts.
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| 44248 |
Logo MCP
Claim
An intelligent website logo extraction system built on the Model Context Protoc…
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| 44249 |
A production-style MCP server that lets Claude Desktop search your local docume…
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| 44250 |
A local-first personal AI agent infrastructure that extends Claude Desktop with…
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