MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44601
codemind-ai
CodeMind Claim
An AI Security Guardian MCP server that provides real-time vulnerability scanni…
— ○ ⏳ — N/A N/A — — —
44602
imprezahost
Enables deploying apps, managing servers, domains/DNS, VPS lifecycle, and accou…
— ○ ⏳ — — — — — —
44603
luisMDev
Enables MCP clients to interact with Microsoft Dynamics 365 Business Central en…
— ○ ⏳ — — — — — —
44604
troxeldj
obsidian_mcp Claim
Enables reading, writing, searching, and managing Obsidian vault notes through …
— ○ ⏳ — N/A N/A — — —
44605
jaimesm-mews
An MCP server that gives AI assistants direct access to Atlassian Goals and Atl…
— ○ ⏳ — N/A N/A — — —
44606
universal-mcp
Provides a standardized interface for interacting with Google-Sheet's tools and…
— ○ ⏳ — — — — — —
44607
TheTangentLine
A Dockerized MCP server that fetches your GitHub repositories, indexes them int…
— ○ ⏳ — N/A N/A — — —
44608
Feynman520
self-improve Claim
Captures user corrections and improvements during interactions, logs them, find…
— ○ ⏳ — N/A N/A — — —
44609
CaBsCrypto
An MCP server for AI agents to purchase resources via Stellar testnet USDC, han…
— ○ ⏳ — — — — — —
44610
dlaporte
MCP server for querying OpenAI usage and cost data, including spend summaries, …
— ○ ⏳ — — — — — —
44611
postlark
Enables AI agents to manage and publish blog posts on Postlark via tools like c…
— ○ ⏳ — — — — — —
44612
Yu1586
cobbles Claim
The shared task board for teams and their AI agents — connect over OAuth, every…
— ○ ⏳ — — — — — —
44613
imai-design
Cadence MCP Claim
A daily-rhythm support MCP server for ADHD and bipolar disorder, providing 23 t…
— ○ ⏳ — — — — 81 —
44614
fluxgit-hq
Safety-first Git MCP server: 22 read-only tools designed for agent context budg…
— ○ ⏳ — N/A N/A — — —
44615
joeshwoa
An autonomous virtual software agency MCP server that generates production-grad…
— ○ ⏳ — N/A N/A — — —
44616
AI-Maker-Space
mcp-server Claim
Web search MCP server using Tavily API, enabling natural language queries to se…
— ○ ⏳ — N/A N/A — — —
44617
harshil1502
sarvam-mcp Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
— ○ ⏳ — N/A N/A — — —
44618
vaibhavgupta5
Provides AI agents with a structured library of engineering skills, best practi…
— ○ ⏳ — N/A N/A — — —
44619
Community-VyProjects
VyMCP Claim
MCP server for VyOS routers via VyManager, enabling AI agents to read and manag…
— ○ ⏳ — — — — — —
44620
josephibra
Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
— ○ ⏳ — — — — — —
44621
lonniev
DPYC Oracle Claim
Enables querying and managing DPYC community membership, governance, and onboar…
— ○ ⏳ — N/A N/A — — —
44622
JAYAKRISHNA-AI-ENGINEER
A demo MCP server built with FastMCP that provides simple arithmetic and weathe…
— ○ ⏳ — N/A N/A — — —
44623
eviscerations
Windows-native local audio and video transcription using whisper.cpp with Vulka…
— ○ ⏳ — N/A N/A — — —
44624
noackjona-hash
Enables AI agents to monitor system resources and control media, brightness, vo…
— ○ ⏳ — N/A N/A — — —
44625
dimitrilaouanis
onyx-mcp Claim
— ○ ⏳ — — — — 81 —
44626
taskforcehq
Taskforce Claim
Task and planning workspace for humans collaborating with AI agents
— ○ ⏳ — — — — — —
44627
DeamonDev888
overmind-mcp Claim
Orchestrates and controls multiple AI agent CLIs (Claude-Code, Gemini-cli, etc.…
— ○ ⏳ — N/A N/A — — —
44628
dingdawg
Safe scheduled AI agents with governance gates. Verified, receipted, fail-close…
— ○ ⏳ — N/A N/A — 83 —
44629
yifudiao
FRED Claim
A local MCP server that gives Claude and other MCP clients access to Federal Re…
— ○ ⏳ — N/A N/A — 95 —
44630
MCP-Mirror
Integrates Shaka Packager with Claude to enable video analysis, transcoding, an…
— ○ ⏳ — N/A N/A — 95 —
44631
lucaspsantana
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
— ○ ⏳ — — — — — —
44632
universal-mcp
Provides a standardized interface for interacting with Retell's tools and servi…
— ○ ⏳ — — — — — —
44633
Knuckles-Team
A production-grade MCP server for downloading audio/videos from the internet, f…
— ○ ⏳ — — — — — —
44634
rishabhg
growwmcp Claim
— ○ ⏳ — N/A N/A — 95 —
44635
idobe2
Analyzes sales CSV data to filter records, compute KPIs, and generate AI-powere…
— ○ ⏳ — N/A N/A — — —
44636
pcmdagonger
Local MCP server for controlling Ansys Lumerical FDTD from Codex.
— ○ ⏳ — N/A N/A — — —
44637
HoganDong486
Enables AI agents to browse the web, interact with pages, fill forms, and extra…
— ○ ⏳ — N/A N/A — — —
44638
gigachadtrey
chatsave Claim
— ○ ⏳ — N/A N/A — 95 —
44639
cevidallara
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
— ○ ⏳ — — — — — —
44640
kuramalab
An MCP server for QA and test automation that provides runtime switching betwee…
— ○ ⏳ — N/A N/A — — —
44641
cubismod
Enables AI clients to access Boston's MBTA public transit data, including real-…
— ○ ⏳ — — — — — —
44642
PhilInTheLoop
Implements Universal Commerce Protocol (UCP) primitives backed by HubSpot CRM, …
— ○ ⏳ — N/A N/A — — —
44643
glommer
cachebro Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
— ○ ⏳ — N/A N/A — — —
44644
agentic-ph
Provides unified search across multiple icon libraries with fuzzy search, cachi…
— ○ ⏳ — — — — — —
44645
qualixar
slm-mesh Claim
Enables peer-to-peer communication, discovery, shared state, and file coordinat…
— ○ ⏳ — N/A N/A — — —
44646
tehmenghai
A generative AI agent that searches song lyrics across the web and returns resu…
— ○ ⏳ — — — — — —
44647
danilop
Manages the state of a chess game for LLMs/agents without suggesting moves, pro…
— ○ ⏳ — N/A N/A — — —
44648
thomasgazzoni
vsc-mcp Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
— ○ ⏳ — N/A N/A — — —
44649
mragnii
Check any Base wallet before you pay it. Free, no signup, no account needed.
— ○ ⏳ — — — — — —
44650
wuguirongsg
This MCP server exposes CorelDRAW as a tool server, enabling AI agents to creat…
— ○ ⏳ — N/A N/A — — —
Showing 44601–44650 of 69343 servers
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