MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51451 |
BumpGuard
Claim
Reports which of your code's API usages break when you upgrade a dependency (Py…
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| 51452 |
reasoning-traces
Claim
Adds a deep_reasoning tool that consults stronger reasoning models (e.g., DeepS…
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| 51453 |
Austria payments for AI agents — EPS via Stripe. Never holds funds.
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| 51454 |
routewise
Claim
Enables step-level routing of AI workflows by decomposing tasks, selecting the …
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| 51455 |
Enables AI agents to create, compare, and track purchases with structured buyin…
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| 51456 |
Local Figma MCP Bridge
Claim
Unofficial local MCP bridge for reading the currently open Figma file through a…
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| 51457 |
speedrun-mcp
Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
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| 51458 |
mcp-ispkeeper
Claim
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
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| 51459 |
Cairo-Context-MCP
Claim
Enables semantic search across Cairo and Starknet documentation, providing AI a…
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| 51460 |
Cordelia Proxy
Claim
MCP server for memory storage, encryption, search, and group sharing, used by C…
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| 51461 |
arxiv-mcp-server
Claim
Manages arXiv papers: search, download, analyze, and save AI-generated summarie…
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| 51462 |
Oura Ring
Claim
Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura R…
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| 51463 |
eanscan-mcp
Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
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| 51464 |
coddy-agent
Claim
Open-source distroless harness coding agent in Go. Works with any IDE via ACP a…
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| 51465 |
atlasent-mcp
Claim
Enforces authorize-before-execute for any MCP-compatible AI agent. Exposes atla…
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| 51466 |
Canva MCP Server
Claim
A Model Context Protocol (MCP) server for Canva integration. Connect Claude Cod…
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| 51467 |
claude_mcp_server
Claim
A CLI chat application enabling interactive conversations with AI models via th…
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| 51468 |
AtlasForge-WebProxy
Claim
Enables AI agents to search the web, fetch pages, and download images through a…
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| 51469 |
trello-mcp
Claim
Enables AI agents to inspect and update Trello boards via the Trello REST API, …
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| 51470 |
BorrowIP MCP Server
Claim
Enables AI agents to route web scraping traffic through a phone's cellular conn…
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| 51471 |
Trading212 MCP Server
Claim
Enables AI agents to manage Trading212 brokerage accounts, including portfolio …
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| 51472 |
worker-mcp
Claim
A high-performance MCP server for Cloudflare Workers/Pages with a web dashboard…
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| 51473 |
musescore-mcp
Claim
Enables Claude AI to convert, edit, and analyze MuseScore files (.mscz, .musicx…
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| 51474 |
tome-mcp
Claim
Manages a research paper library, providing PDF ingestion, bibliography managem…
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| 51475 |
IBANforge
Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
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| 51476 |
stock-market-mcp-server
Claim
Enables LLMs to access stock market and cryptocurrency data through the Financi…
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| 51477 |
tech-icons
Claim
MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, C…
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| 51478 |
UI Reviewer MCP
Claim
MCP-first UI/UX review layer for AI-generated frontends. Enables reviewing web …
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| 51479 |
plantuml_web
Claim
A web-based PlantUML frontend with MCP server integration, enable plantuml imag…
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| 51480 |
CodePeel MCP Server
Claim
Enables AI agents to review code diffs for bugs, security issues, and bad patte…
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| 51481 |
garmin_mcp-main
Claim
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| 51482 |
Moorcheh MCP Server
Claim
Enables interaction with Moorcheh AI services including namespace management, d…
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| 51483 |
LinkDeal
Claim
Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.
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| 51484 |
Conversor IAE-CNAE
Claim
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
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| 51485 |
Vision-Graft MCP
Claim
Enables blind AI coding models to debug visual bugs by capturing screenshots, a…
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| 51486 |
clawtouch-mcp
Claim
Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-…
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| 51487 | — | |||||||||
| 51488 |
Arr-MCP
Claim
MCP server to manage your *ARR media stack (Radarr, Sonarr, Lidarr, Readarr, Pr…
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| 51489 |
CoinGraph
Claim
Pre-trade crypto intelligence: survival rating, order-book depth, unlocks and c…
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| 51490 |
GitHub project health, package dependency risk, trending repos, license & packa…
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| 51491 |
firebase-mcp
Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
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| 51492 |
asc-mcp
Claim
Enables AI agents to manage App Store Connect apps, including registering bundl…
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| 51493 |
tigerweb
Claim
Enables access to US Census Bureau TIGERweb geographic boundary data, returning…
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| 51494 |
AITuber MCP Server
Claim
Create AI-powered videos from any MCP-compatible client. Generate videos with A…
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| 51495 |
vnpay-mcp
Claim
MCP server for VNPay payment gateway (Vietnam). Supports payment URL generation…
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| 51496 |
Local Image Gen
Claim
MCP server for local image generation using FLUX.2 via Hugging Face diffusers, …
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| 51497 |
voice-truthgate-mcp
Claim
Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Sig…
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| 51498 |
safehold
Claim
Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
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| 51499 |
opzyai
Claim
Local-first security check for AI coding agents — finds hardcoded secrets, expo…
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| 51500 |
human-intervention-mcp
Claim
Enables AI agents to request human actions or decisions by opening a local brow…
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