MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35751
theagoralabs
theagora Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
N/A N/A 83
35752
tamasPetki
Local-first crypto portfolio aggregation across exchanges (Bybit, Binance), EVM…
N/A N/A
35753
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
35754
aissablk1
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
N/A N/A
35755
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
81
35756
mnoomnoo
MCP server for browsing and searching your local resume and job application doc…
N/A N/A
35757
M0Rf30
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUIL…
N/A N/A
35758
DevOps-Represent
Enables AI clients to use custom tools, maintain memory, and follow structured …
35759
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
N/A N/A 81
35760
Marsmanleo
MarsNMe Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
N/A N/A
35761
wynandw87
Integrates YouTube with Claude Code, enabling video transcript retrieval, searc…
N/A N/A
35762
xChuCx
agent-memory Claim
Git-native project memory for coding agents: Markdown source of truth committed…
N/A N/A
35763
fancyboi999
A Model Context Protocol server that downloads watermark-free videos from Douyi…
35764
BeTrusty
Enables to calculate property prices and check availability via BeTrusty API, s…
35765
matsjfunke
MCP server for debugging MCP host/client custom header implementation, with a t…
35766
bhuvanmdev
Enables file system operations, web scraping, and AI-powered search through MCP…
N/A N/A
35767
romanpert
mcp-aemps Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
35768
jinhongzou
Provides free, open-source access to China A-share financial data for quantitat…
N/A N/A
35769
devinwang
The complete MCP server for Google Play, offering 150 tools to fully control An…
35770
M00N7682
imugi Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
N/A N/A
35771
bowlly-net
Enables cat food product search and ingredient analysis using natural language …
N/A N/A
35772
zeroth-settlement
agdel-mcp Claim 1
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
N/A N/A 75
35773
proplineapi
propline-mcp Claim
Live sports betting odds, cross-book +EV, and graded prop resolution (every Ove…
35774
forge-treasury
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent t…
35775
Velaris-CSM
AI-generated customer success reports for Velaris platform users. Authenticates…
35776
elbpr
## Thinking Toolkit *Twelve structured techniques for diagnosing and resolving…
81
35777
stevebrownlee
engrams Claim
Gives AI assistants persistent, queryable project memory for decisions, pattern…
N/A N/A
35778
Almured
Almured Claim
Marketplace where AI agents ask AI agents that have live or proprietary data.
35779
cloudglue
Connects AI assistants to Cloudglue for video analysis, enabling video descript…
35780
genart-dev
genart-mcp Claim
MCP server for creating and manipulating generative art with p5.js, Three.js, G…
35781
Sqcows
forgejo-mcp Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
35782
skjortan23
Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
35783
shawnrushefsky
DMCP Claim
An MCP server that enables AI agents to act as dynamic dungeon masters for text…
N/A N/A
35784
da-troll
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
35785
ai-seer
Facticity AI Claim
Real-time, multi-modal fact-checking for AI systems. Facticity AI verifies cla…
81
35786
obrien-matthew
mcp-pihole Claim
MCP server for Pi-hole v6 that enables management of blocklists, DNS blocking, …
35787
jaysperspective
The MCP gateway that lets any AI agent discover and pay metered APIs on Base or…
N/A N/A
35788
bharatr21
mcp-nvidia Claim
MCP server to search across NVIDIA blogs and releases to empower LLMs to better…
35789
sfz009900
MCP server that generates images using Gemini models via an OpenAI-compatible g…
N/A N/A
35790
VitalyOstanin
MCP server that lets AI coding tools control and observe a running Node.js proc…
N/A N/A
35791
ly2xxx
md-mcp Claim
Exposes local markdown documentation, notes, and knowledge bases to AI tools vi…
N/A N/A
35792
Utundry
SloplessCode Claim
Provides operational continuity for AI coding agents, preserving task state, de…
N/A N/A
35793
MuzikayiseKhuzwayo
dubstrata Claim
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research…
N/A N/A 83
35794
1WorldCapture
Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task e…
N/A N/A
35795
DaveEdge1
freecad-mcp Claim
Enables to control FreeCAD from Claude Desktop through MCP, allowing CAD operat…
N/A N/A
35796
emaland
Enables AI assistants like Claude to search and retrieve technical documentatio…
N/A N/A
35797
trtian
A deterministic video rendering engine that enables AI agents to create program…
N/A N/A
35798
alexcz-a11y
🚗 Transform your Tesla ownership with intelligent analytics, cost optimization,…
N/A N/A 95
35799
moinugare19
SSH/SFTP server enabling remote command execution and secure file transfers, wi…
N/A N/A
35800
dalcontak
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
Showing 35751–35800 of 43634 servers
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