MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28942
Scored
2089
Verified
16951
Complete

Last updated 2 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33801
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
81
33802
Fieldnote-Echo
Provides local-first memory storage and retrieval with automatic embedding, vec…
81
33803
govind
govind_1234 Claim
N/A N/A 95
33804
Business-Maps
An MCP bridge server that allows AI tools to call functions and execute code di…
N/A N/A 95
33805
rich-jojo
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A 83
33806
ragalgo
ragalgo Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
N/A N/A 95
33807
a2395663320
abc Claim
N/A N/A 95
33808 N/A N/A 95
33809
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
33810
null
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
81
33811
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
N/A N/A 83
33812
emergentphysicslab
CryptoGuard Claim
Protect cryptocurrency investments by validating trades and scanning for potent…
81
33813
patsa2561-art
Mneme Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
N/A N/A
33814
colin807
wmcp Claim
N/A N/A 95
33815
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
33816
victor-zanardo-wy1b
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
81
33817
Async-IO
Connects AI assistants to fitness data from over 150 wearables including Strava…
81
33818
alyiox
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELEC…
N/A N/A
33819
stevenayl
A server that provides AI assistants programmatic control of Safari browser on …
N/A N/A 95
33820
banjtheman
Browse available books and quickly access summaries, details, and tables of con…
N/A N/A 95
33821
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
33822
preedew17
Enables AI assistants to save and search bookmarks using OpenAI's RAG capabilit…
N/A N/A
33823 N/A N/A 95
33824
cuongpo
Enable seamless interaction with the Rootstock blockchain through a standardize…
N/A N/A 95
33825 N/A N/A 95
33826
root
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
81
33827
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
81
33828
leegunwon9133
ttutori Claim
N/A N/A 95
33829
nooriedhingra
twoslides Claim
N/A N/A 95
33830
luca3
EVM Copilot Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
81
33831
aequitas-labs
matcha money Claim
Develop your ritual for financial wellness. Connect your accounts, automate yo…
81
33832
jlowin
FastMCP Claim
A high-level framework for building MCP servers in Python
N/A N/A 95
33833
skyhook-io
radar Claim
The missing open source Kubernetes UI. Topology, event timeline, and service tr…
N/A N/A
33834
ZubeidHendricks
Interact with YouTube to search videos, get details, and manage transcripts.
N/A N/A 95
33835
travissavard
docs-mcp Claim
N/A N/A 95
33836
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
33837
ScottHoang
Enables AI assistants to interact with the Breadcrumbs project memory system, a…
N/A N/A 95
33838
ghostrouter
Ghostrouter Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
81
33839
ai-research
Airesearch Claim
N/A N/A
33840
szimmer24-kx1h
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
N/A N/A
33841
ykq007
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
81
33842 N/A N/A 95
33843
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
N/A N/A 95
33844
scvcoder
Enables natural language interaction with the Korean Personal Information Prote…
33845
mobil3801
Connect to your Supabase project to explore and query your database. List table…
N/A N/A 95
33846
akshare-one-mcp Claim 1
MCP server that provides access to Chinese stock market data using akshare-one
N/A N/A 81
33847
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
33848
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
81
33849
fahadBSTech
Provide seamless integration with Clockify's time tracking API through a compre…
N/A N/A 95
33850
capyBearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
N/A N/A 75
Showing 33801–33850 of 35110 servers
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