MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24201 |
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
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| 24202 |
recipe-commerce-mcp
Claim
Extract shoppable ingredients from recipe content with affiliate signals.
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| 24203 |
america-law-graph
Claim
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
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| 24204 |
reddit-skills
Claim
Reddit automation for AI agents — browse feeds, search posts, comment, vote, an…
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| 24205 |
claude-rocm-mcp
Claim
Read-only AMD GPU monitoring for Claude on Linux — VRAM, temperature, clocks, p…
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| 24206 |
stepsecurity-mcp
Claim
MCP server for the StepSecurity platform that enables investigating supply-chai…
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| 24207 |
mcp4xiaozhi
Claim
Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpres…
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| 24208 |
Roxels
Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
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| 24209 |
AgentDB
Claim
Real-time curated knowledge API for AI agents. Updated Mon/Wed/Fri from 31 sour…
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| 24210 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
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| 24211 |
econstats-mcp
Claim
Economic data MCP server that connects FRED, BLS, BEA, IMF, World Bank, and ECB…
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| 24212 |
PageDrop MCP
Claim
Deploy and manage instant HTML sites with paste, upload, and ZIP deploy
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| 24213 |
Trip planning for nomadic families: multi-stop trips, Schengen/visa, climate, d…
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| 24214 |
CPersona
Claim
Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword…
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| 24215 |
endiagram
Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
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| 24216 |
PromptThrift MCP
Claim
Enables 70-90% LLM API cost reduction by compressing conversation history via l…
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| 24217 |
Food MCP Server
Claim
Provides comprehensive food hierarchy and nutrition data through structured too…
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| 24218 |
a2atlassian
Claim
Jira & Confluence for AI agents. Pre-configured connections, compact output.
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| 24219 |
VedIntel AstroAPI MCP
Claim
Enables compute of live Vedic astrology birth charts, dashas, kundali matches, …
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| 24220 |
Kubernetes MCP Server
Claim
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
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| 24221 |
HumanizerMCP
Claim
Detects and removes 24 types of AI writing patterns, offering dual-mode humaniz…
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| 24222 |
Plesk MCP Server
Claim
Enables AI agents to manage Plesk hosting environments through a set of standar…
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| 24223 |
Deep Blue Trading
Claim
5min BTC trading signals for polymarket and other prediction markets
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| 24224 |
axis-mcp
Claim
MCP server for Axis team action management tool, allowing Claude to access goal…
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| 24225 |
fiscal-api-mcp
Claim
Provides AI agents with Korean national fiscal data (budgets, settlements, and …
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| 24226 |
DepShield MCP
Claim
Acts as a security checkpoint for AI coding agents by intercepting package inst…
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| 24227 |
Active wildfire incidents from the National Interagency Fire Center
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| 24228 |
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
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| 24229 |
mcp-server-mssql
Claim
MCP server for Microsoft SQL Server using mssql-python
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| 24230 |
free-search-mcp
Claim
A local-first, no-API-key MCP server that enables LLMs to search the web, fetch…
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| 24231 |
yt-mcp
Claim
Analyzes YouTube videos using Google's Gemini API, allowing users to get summar…
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| 24232 |
国土交通省の不動産情報ライブラリから不動産価格データを取得するためのサービスです。
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| 24233 |
MCP-Demo
Claim
A minimal Python MCP server that enables Claude Code to call local Ollama model…
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| 24234 |
mcp-doc-chat
Claim
Enables interactive chat with AI models and document retrieval via the Anthropi…
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| 24235 |
Enables real-time web search with source citations by leveraging Perplexity AI'…
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| 24236 |
Provides tools for web content extraction, search, embeddings, reranking, and i…
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| 24237 |
Broadband availability, providers, speeds, and BEAD classification from the FCC
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| 24238 |
figma-to-markdown-mcp
Claim
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
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| 24239 |
art
Claim
Art MCP — Metropolitan Museum of Art Collection API (free, no auth)
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| 24240 |
Google Play Store MCP
Claim
Manages Google Play Store listing text through the official Android Publisher A…
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| 24241 |
searchcraft
Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
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| 24242 |
VA facility locations, services, wait times, and satisfaction scores
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| 24243 |
MCP Refchecker
Claim
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and…
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| 24244 |
docs-mcp
Claim
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent s…
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| 24245 |
openai-mcp
Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
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| 24246 |
An MCP server that generates comprehensive AI-powered investor pitch decks for …
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| 24247 |
MCP Mix Server
Claim
A tutorial implementation MCP server that enables analysis of CSV and Parquet f…
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| 24248 |
pullsheet-diagnostics
Claim
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
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| 24249 |
Provides capabilities that let LLM agents perform a range of infrastructure man…
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| 24250 |
Privacy-first work tracking with summaries, reports, coaching, and AI-ready lon…
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