MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53901
swperb
imgcli-mcp Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
N/A N/A
53902
asgard-ai-platform
mcp-tw-lvr Claim
MCP server for querying Taiwan's real estate transaction registry via web scrap…
N/A N/A
53903
xlian-fe
A code review tool that generates detailed HTML review documents by comparing b…
N/A N/A
53904
algoglide
algoglide Claim
MCP server for AI coding editors — deploy and manage prediction-market trading …
N/A N/A
53905
thepiruthvirajan
Enables programmatic control of AutoCAD through COM automation, allowing natura…
N/A N/A
53906
Littlecowherd
Establishes feedback-oriented development workflows with Web UI and desktop app…
53907
konippi
servo-fetch Claim
Chromium-free web content extraction in a single binary. Fetch, render, crawl, …
N/A N/A
53908
clauxel
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…
53909
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
N/A N/A
53910
SolvoHQ
Through-the-upgrade dependency-migration briefs for LLM coding agents.
N/A N/A
53911
Marco7734
Enables AI agents to monitor MetaTrader 5 accounts on remote Windows VPS via SS…
N/A N/A
53912
soracom-labs
A Model Context Protocol (MCP) server for interacting with SORACOM APIs.
53913
VReippainen
Enables AI assistants to access and analyze your Hevy workout data, including w…
53914
stock-vibes
meeting-mcp Claim
AI scheduling assistant for agents. Timezone conversion, public holidays for 10…
53915
kongyo2
This MCP server provides detailed GitHub repository information by integrating …
81
53916
CSOAI-ORG
Agent MCP Router MCP — one router for the whole MEOK fleet. Holds 62 MEOK MCPs …
81
53917
himanshusingh0905
Enables AI assistants to query SQL databases safely with read-only access, allo…
53918
ProAgentStore
MCP-first control plane for ProAgentStore agents and private instances.
53919
Unity-Environmental-University
Enables reflective thinking and memory storage with support for multiple AI pro…
81
53920
jonah791
Clyan Claim
Enables AI agents to clean disk space by scanning and removing temporary files,…
N/A N/A
53921
GodotH
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
81
53922
ngh1105
MCP server for AI agents to work with GenLayer projects, providing tools to run…
N/A N/A
53923
BlockBeatsOfficial
A crypto data gateway for AI assistants, providing real-time newsflashes, artic…
53924
jonradoff
Enables reviewing and managing AI research paper candidates from arXiv, Semanti…
N/A N/A
53925
guibrazlima
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
53926
DingDawg-dev
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
N/A N/A 83
53927
mafzaal
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
53928
vehoelite
Provides persistent AI memory and visual analysis tools for any MCP-compatible …
53929
rlymbur
A Model Context Protocol server that provides tools for accessing and managing …
81
53930
mova-compact
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
N/A N/A 70
53931
JXiuFen
A music MCP server that enables searching and playing songs with controls like …
N/A N/A
53932
Bigred97
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
N/A N/A
53933
terri1982
Enables AI coding tools like Codex and Claude to assist with EasyAR Unity workf…
N/A N/A
53934
tatianathevisionary
Enables AI agents to search, browse, and retrieve articles from the Wealthsimpl…
53935
iflow-mcp
A specialized MCP server for Claude Desktop that enhances AI-assisted medical l…
N/A N/A
53936
Show2Instruct
An MCP server that connects AI language models with the Bonsai Blender add-on t…
N/A N/A
53937
rlhf-loop
thumbgate Claim
81
53938
Spacetime-Technology
MCP server for the Chia blockchain. Read-only Q&A via the public coinset.org AP…
N/A N/A
53939
E0DUAR
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
53940
ixex
TubePilot Claim
Enables AI assistants to fetch and analyze YouTube data, including video info, …
53941
Sandeep-Petwal
MCP Server Claim
This MCP server provides tools like weather lookup and follows the Model Contex…
53942
Ashfaqbs
ContainMind Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
N/A N/A
53943
javierlnmn
Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
N/A N/A
53944
Larshiensch99
FlowVolt Claim
Cold engine for B2B founders. Detects buying signals, drafts outreach, books qu…
53945
jrubiosainz
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
N/A N/A
53946
bhuvanmdev
Enables file system operations, web scraping, and AI-powered search through MCP…
N/A N/A
53947
igor-olikh
Connects OpenSpec specification system to AI coding assistants, enabling automa…
N/A N/A
53948
metamintbtc
A modern Model Context Protocol (MCP) Server for Windows Screenshots built with…
N/A N/A
53949
abhiyoheswaran1
projscan Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 45 tools, mission outcome…
N/A N/A
53950
greatquestion
Great Question is the Agentic UX research platform for product builders. Run in…
81
Showing 53901–53950 of 54421 servers