MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

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69224
Discovered
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33895
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2112
Verified
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16953
Complete
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Last updated 7 hours, 11 minutes ago

Grade Distribution

Score Distribution

Newly Added

Kaliham F ViNano F PostPiper F Excellent F Ahel F

Biggest Gainers

Bureau public reader +48 sukimalabo-tester +46 ActionDock +44

Biggest Drops

Wisely x402 Agent-Payment Infrastructure -56 Jithox Commerce Preflight -56 main -55
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48401
timjensgrossinger
switchyard Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
 — ○ ⏳ — N/A N/A — — —
48402
ronkaldes
A basic example of developing and running serverless MCP using Netlify Function…
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48403
jkkitakita
Enables uploading images and files to Notion pages from Cursor chat, supporting…
 — ○ ⏳ — N/A N/A — — —
48404
nazar256
MemHeaven Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
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48405
Sensio-cz
docx-mcp Claim
MCP server for generating professionally formatted Word documents (.docx). Supp…
 — ○ ⏳ — N/A N/A — — —
48406
reunionstudio
Airlock MCP Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
 — ○ ⏳ — N/A N/A — — —
48407
CsKoushik9
A Model Context Protocol server for TaskTrek that enables AI assistants to mana…
 — ○ ⏳ — N/A N/A — — —
48408
zqeast
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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48409
wyre-technology
rootly-mcp Claim
MCP server for the Rootly incident management platform — alerts, incidents, on-…
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48410
adrianoamaral
pixel-mcp Claim
An MCP server that enables AI coding agents to create pixel art programmaticall…
 — ○ ⏳ — N/A N/A — — —
48411
Mahnooramjad05
An MCP server providing tools for read-only SQL queries, REST API calls, sandbo…
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48412
Bayway
janusmcp Claim
Local, open-source multi-account MCP broker — one endpoint, every account. Add …
 — ○ ⏳ — N/A N/A — — —
48413
thehaseebahmed
An HTTP MCP gateway that wraps the mempalace Python CLI, enabling per-user memo…
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48414
devstroop
Enables interaction with Penpot, the open-source design platform, through tools…
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48415
keyreyla
Cracken Claim
AI-powered penetration testing framework that can operate as an MCP server, ena…
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48416
miloira
Enables AI assistants to search local files on Windows using the Everything sea…
 — ○ ⏳ — N/A N/A — — —
48417
klausagnoletti
Enables natural language management of e-conomic accounting, including customer…
 — ○ ⏳ — — — — 81 —
48418
PelleNybe
AI-driven command center for local crypto operations, integrating over a dozen …
 — ○ ⏳ — — — — — —
48419
ik123a
VaultMind Claim
Offline-first MCP proxy with policy engine and immutable audit trail for secure…
 — ○ ⏳ — N/A N/A — — —
48420
krishddd
social-dive Claim
An MCP server that provides AI agents with access to over 20 knowledge sources …
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48421
Spyglass-AI
Enables LLMs to query telemetry data via the Spyglass AI agent, providing intel…
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48422
CSOAI-ORG
color-ai-mcp Claim
color-ai-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
48423
nityeshaga
Enables Claude Code to manage Hetzner Cloud servers, including creating, deleti…
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48424
errick0x
Enables querying reflection tokens on Solana, checking earnings, and discoverin…
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48425
cevidallara
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
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48426
Danielbluz
MCP server for TeamDesk databases, enabling CRUD operations, search, and docume…
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48427
skrishnak7
MCP server for flight schedule finding via Skyscanner API. Enables querying fli…
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48428
kientv
gsheetmcp Claim
MCP server to read public Google Sheets data via gviz endpoint, no authenticati…
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48429
aaravjain151
mcp-dlp Claim
A data-loss-prevention (DLP) layer for AI agents that intercepts document reads…
 — ○ ⏳ — N/A N/A — — —
48430
Sealjay
mcp-signal Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
 — ○ ⏳ — N/A N/A — — —
48431
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
 — ○ ⏳ — N/A N/A — 95 —
48432
GonzaloRando03
MCP server for Redmine project management, enabling tools for managing projects…
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48433
fastmcp-me
Enables querying event-driven architecture documentation including domains, ser…
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48434
zcsabbagh
A spaced repetition flashcard MCP server using the FSRS-5 algorithm that provid…
 — ○ ⏳ — N/A N/A — — —
48435
pipeworx-io
mcp-cpsc Claim
Access US consumer-product safety recalls from the CPSC, free and without authe…
 — ○ ⏳ — — — — 81 —
48436
clement-igonet
apec-mcp Claim
MCP server that exposes the APEC candidate-profile API as tools for any MCP-com…
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48437
horatio8
A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API…
 — ○ ⏳ — — — — — —
48438
miziodel
navigravity Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
 — ○ ⏳ — — — — — —
48439
alexobiwan-creator
A lightweight and customizable MCP server for Zotero that enables AI research t…
 — ○ ⏳ — N/A N/A — — —
48440
sanjibani
mcp-shield Claim
Drop-in security primitives for MCP servers, addressing isError compliance, aud…
 — ○ ⏳ — — — — — —
48441
deepxk2403
A custom MCP server providing semantic note memory (Qdrant + FastEmbed) and opt…
 — ○ ⏳ — N/A N/A — — —
48442
emanuelmoraes
Enables AI clients to manage and manipulate text files in a secured local direc…
 — ○ ⏳ — N/A N/A — — —
48443
WAR10CK222
An MCP server that interfaces with the Creatomate API, turning LLMs into autono…
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48444
Ansvar-Systems
Query Greek financial regulation data — regulations, decisions, and requirement…
 — ○ ⏳ — N/A N/A — — —
48445
picselliahq
MCP server that wraps the Picsellia Python SDK, giving AI assistants access to …
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48446
Asadullayev06
A Telegram integration for Claude, Cursor, and other MCP-compatible clients. It…
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48447
eemijuntunen
An MCP server for managing OpenSearch Dashboards, enabling AI assistants to cre…
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48448
Kim-soung-won
— ○ ⏳ — N/A N/A — 95 —
48449
Nathan-Nguyen-Tech
MCP server for connecting Claude Desktop to a local medical knowledge base with…
 — ○ ⏳ — N/A N/A — — —
48450
willtholke
dat-ai-mcp Claim
Provides browser automation, audio transcription, and LLM chat as MCP tools for…
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Showing 48401–48450 of 69224 servers
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