MCP Server Quality Scores
Independent quality analysis of 44440 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44351 |
Local MCP gateway daemon: route, audit, and inspect MCP servers from one config.
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| 44352 |
Dalal Street MCP
Claim
Dalal Street MCP server connects to Indian stock market data, delivering live N…
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| 44353 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 44354 |
GoldenFlow
Claim
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, datab…
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| 44355 |
mcp-master-omni-grid
Claim
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| 44356 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 44357 |
RSSHub MCP Server
Claim
A Model Context Protocol server for RSSHub that enables AI assistants to access…
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| 44358 |
mcp-proxy
Claim
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| 44359 |
apple-health-mcp
Claim
Unofficial local-first MCP server for Apple Health export data.
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| 44360 |
vk-ads-mcp
Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
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| 44361 |
music-assistant-mcp
Claim
Enables AI assistants to control Music Assistant for music search, library brow…
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| 44362 |
jellyfin-api
Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
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| 44363 |
test11
Claim
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| 44364 |
mcp-figshare
Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 44365 |
tempo-api-mcp
Claim
Tempo time-tracking for Claude — worklogs, plans, and timesheet approvals
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| 44366 |
allai
Claim
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| 44367 |
Langfuse MCP Server
Claim
Model Context Protocol server for Langfuse observability. Query traces, analyze…
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| 44368 |
proofof-ai-mcp
Claim
proofof-ai-mcp MCP server by MEOK AI Labs
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| 44369 |
Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Mod…
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| 44370 |
A Model Context Protocol server that enables AI models to extract structured da…
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| 44371 |
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
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| 44372 |
Agent Replay Debugger MCP — record every agent step + replay deterministically.…
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| 44373 |
yfinance-mcp-server
Claim
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| 44374 |
AgentCanary
Claim
Market context for AI agents: fresh regime, risk, narrative and scenario state …
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| 44375 |
tianqi
Claim
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| 44376 |
graphql-rest-bridge
Claim
Cloudflare Workers MCP server: graphql-rest-bridge
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| 44377 |
Provides real-time access to code library documentation and examples through Co…
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| 44378 |
browserbase
Claim
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| 44379 |
mcp-oracle-dba
Claim
A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle …
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| 44380 |
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
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| 44381 |
Dooray MCP Server
Claim
Enables Claude Code to query, create, and modify Dooray tasks via natural langu…
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| 44382 |
capitainecarbone
Claim
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| 44383 |
groupdocs-redaction-mcp
Claim
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image …
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| 44384 |
inkscape-mcp
Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
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| 44385 |
AskCyborg
Claim
Analyst-debate research on every public and private company. 8 tools: search, s…
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| 44386 |
Image resize and format conversion API for AI agents. Resize images from URL: c…
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| 44387 |
xhs-mcp
Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
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| 44388 |
japan-seasons
Claim
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
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| 44389 |
mcp-fal
Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
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| 44390 |
LinkShrink MCP
Claim
Privacy-first URL shortener with analytics
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| 44391 |
onchainos MCP Server
Claim
Enables on-chain operations including token search, market data, wallet managem…
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| 44392 |
TokenTrace
Claim
Local-first AI CLI usage analytics for agents.
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| 44393 |
CoupleHub MCP Server
Claim
Enables couples to manage recipes, meal plans, calendar events, and grocery lis…
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| 44394 |
gitbridge-mcp
Claim
A production-ready MCP bridge server connecting Claude Chat to any GitHub repos…
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| 44395 |
Finance MCP Server
Claim
Enables financial calculations such as compound interest, loan EMI, and savings…
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| 44396 |
parecode
Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
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| 44397 |
Model work domains, score tasks for AI suitability, and design organisations.
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| 44398 |
xstocks
Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
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| 44399 |
proxmox-mcp
Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
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| 44400 |
health-check-ai-mcp
Claim
health-check-ai-mcp MCP server by MEOK AI Labs
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