MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 3 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67201 |
packforai-mcp
Claim
Converts PDF, DOCX, PPTX, XLSX, CSV, and JSON into clean, compact, AI-ready Mar…
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| 67202 |
SiYuan Sisyphus MCP
Claim
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
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| 67203 |
evolution-mcp
Claim
MCP server for GNOME Evolution that enables calendar and email operations such …
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| 67204 |
A comprehensive MCP server that gives AI assistants full control over your desk…
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| 67205 |
Provides structured tools for risk classification, SBAR generation, completenes…
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| 67206 |
MCP server that provides tools for automating AWS Pricing Calculator estimate g…
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| 67207 |
TuringWell MCP Server
Claim
MCP server for TuringWell, the agent-native Q&A platform for executable, verifi…
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| 67208 |
CPersona
Claim
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scor…
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| 67209 |
pursr-mcp
Claim
Enables AI assistants to capture screenshots, run visual diffs, accessibility a…
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| 67210 |
Dorico MCP Server
Claim
An MCP server that enables natural language control of Steinberg Dorico music n…
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| 67211 |
mcp-github-server
Claim
A simple MCP server that provides repository information (list repos, get repo …
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| 67212 |
EcoGuard AI MCP Server
Claim
Enables real-time compliance checking of industrial water and air emissions aga…
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| 67213 |
nano-vm-mcp
Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
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| 67214 |
Dify Management MCP
Claim
Allows programmatic management of a Dify instance, including listing and creati…
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| 67215 |
Xalantis MCP Server
Claim
Enables managing support tickets from Claude, Cursor, and other AI tools, inclu…
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| 67216 |
Context Coder MCP
Claim
Loads entire codebase into LLM context for AI-assisted code understanding and e…
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| 67217 |
kwork-mcp
Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
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| 67218 |
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
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| 67219 |
YFinance MCP Server
Claim
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
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| 67220 |
Healix
Claim
End-to-end AI test generation and QA automation server that orchestrates auto-d…
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| 67221 |
strato-mail-mcp
Claim
Enables Claude to read, send, and manage emails via IMAP/SMTP for Strato mail a…
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| 67222 |
AI laws from 110+ countries, enforcement actions and a 3,900-term glossary. Fre…
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| 67223 |
An MCP server implementation that enables searching and retrieving research art…
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| 67224 |
gomission-mcp
Claim
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
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| 67225 |
AdaptixC2 MCP Server
Claim
Enables LLM agents to automate red teaming operations with the AdaptixC2 framew…
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| 67226 |
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
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| 67227 |
openstudio-mcp
Claim
Enables natural language interaction with OpenStudio building energy simulation…
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| 67228 |
vault-rag-mcp
Claim
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
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| 67229 |
biz-journals-mcp
Claim
MCP server for generating Scopus ISSN boolean queries based on journal rankings…
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| 67230 |
yahoo-finance-mcp
Claim
MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock sc…
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| 67231 |
nakodo
Claim
Warm introductions to the right builder, matched privately on your work. Double…
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| 67232 |
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
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| 67233 |
travel-feeds
Claim
Enables querying curated travel feeds and fetching any RSS/Atom/RDF feed by URL…
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| 67234 |
memory-mcp
Claim
A persistent, conflict-aware memory MCP server for AI coding assistants (Cursor…
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| 67235 | — | |||||||||
| 67236 |
runway-mcp
Claim
Enables creating and managing Runway video generation tasks (text-to-video, vid…
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| 67237 |
lucky
Claim
🍀✨ MCP server for Clover POS — restaurant operations, inventory, orders, analyt…
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| 67238 |
razorpay-recon-mcp
Claim
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
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| 67239 |
outlook-mcp-server
Claim
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
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| 67240 |
Arch-Master MCP
Claim
Multi-stack scaffolding engine for generating production-ready module structure…
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| 67241 |
moltline-mcp
Claim
Bridge to Moltline Studio's hosted MCP servers: code review, agent governance, …
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| 67242 |
deep-search-mcp
Claim
A deep web search MCP server using LinkUp API that provides a deep_search tool …
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| 67243 |
OpenCode MCP Server
Claim
Refines development prompts and stores semantic memory to save tokens in comple…
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| 67244 |
eGain MCP Server
Claim
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
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| 67245 |
document-reader-mcp
Claim
Universal MCP server for extracting text from various document formats includin…
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| 67246 |
mc8yp
Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
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| 67247 |
mcpserv
Claim
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| 67248 |
qsale-mcp
Claim
MCP server for the QSale headless commerce platform enabling catalog, content, …
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| 67249 |
A comprehensive MCP server with over 50 tools across 7 categories including mem…
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| 67250 |
x402-mcp
Claim
Calls an x402-paid HTTP API and automatically handles payment when a 402 Paymen…
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