MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52601
Purple-Horizons
A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …
52602
xmindltd
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
52603
A read-only MCP server that exposes SQL database access to LLMs, supporting mul…
N/A N/A
52604
Enables interaction with the ACL2 theorem prover through 15 tools for theorem p…
N/A N/A
52605
flightlog Claim
An MCP server that indexes Claude Code conversation history into SQLite, enabli…
N/A N/A
52606
An MCP server that gives AI agents the ability to inspect, observe, and automat…
N/A N/A
52607
Provides browser automation capabilities using Playwright, allowing LLMs to int…
N/A N/A
52608
Connects AI assistants to the ThinkPrompt platform, enabling management of styl…
N/A N/A
52609
outline-mcp Claim
MCP server for Outline that gives Claude the ability to search and read documen…
N/A N/A
52610
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
N/A N/A
52611
harnyk
Enables AI agents to send notifications and media (text, photos, documents, vid…
52612
malkreide
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
52613
criblio
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
52614
axel-belfort
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
81
52615
kavingas
Enables fetching current temperature for any city using the Open-Meteo API, req…
52616
notaprompt
reframed-mcp Claim
Tailors a resume to a job description by providing two voice-preserving version…
52617
Enables Claude to interact with Telegram, including listing chats, reading mess…
N/A N/A
52618
mjjalfar
logic-mcp Claim
Executes advanced logic primitives and cognitive operations via MCP tools, with…
52619
Rug-Munch-Media-LLC
33 crypto security tools via x402 micropayments. Auto-refund guarantee. $0.01-$…
52620
High-level Zotero MCP integration with smart research workflows, enabling tasks…
N/A N/A
52621
An MCP server that integrates Scopus, Crossref, and PubMed APIs to search acade…
N/A N/A
52622
TechBloom-ai
swaggbot Claim
Transforms Swagger/OpenAPI documented APIs into conversational interfaces, enab…
52623
Rug-Munch-Media-LLC
33 crypto security tools via x402 micropayments. Auto-refund guarantee. $0.01-$…
52624
shaxzodrashid
Enables AI agents to interact with Telegram via MTProto, supporting high-perfor…
52625
webpilot Claim
A semantic terminal browser that renders web pages as structured numbered eleme…
N/A N/A
52626
mcp-augment Claim
Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…
N/A N/A
52627
Generates GCP architecture diagrams, sequence diagrams, flow charts, and class …
N/A N/A
52628
A production-ready FastMCP server template supporting local development with st…
N/A N/A
52629
bw-proxy Claim
Enables secure Bitwarden organization vault control with AI agents, featuring h…
N/A N/A
52630
Enables AI assistants to orchestrate OSINT reconnaissance pipelines, including …
N/A N/A
52631
Provides instant access to Exa's neural search API documentation, code examples…
N/A N/A
52632
Enables intelligent web scraping with support for static pages, JavaScript-rend…
N/A N/A
52633
kerrybackapps
Enables natural language queries for stock market data via the Rice Business St…
52634
MCP server for storing and safely auto-filling tabular data. Enables AI agents …
N/A N/A
52635
bradsjm
nl2sql-mcp Claim
A production-ready MCP server that transforms natural language into safe, execu…
52636
Provides read-only access to PostgreSQL databases, enabling querying, schema ex…
N/A N/A
52637
Provides AI-powered search, web search, image search, video search, news search…
N/A N/A
52638
MCP server for AI image generation supporting text-to-image and image-to-image …
N/A N/A
52639 N/A N/A 95
52640
Enables AI assistants to manage Docker containers, images, networks, volumes, a…
N/A N/A
52641
bigboss32
mcp Claim
N/A N/A 95
52642
AiAgentKarl
Enables interaction with the AGNTCY multi-agent network through MCP, providing …
52643
akyn-ai Claim
Turn any data source into an MCP server in 5 minutes. Build knowledge bases tha…
N/A N/A
52644
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
N/A N/A
52645
vannet
aNotepad Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
52646
Enables AI agents to publish articles, search content, and manage accounts on t…
N/A N/A
52647
kairo Claim
Autonomously analyzes projects, generates Playwright tests via OpenAI, runs the…
N/A N/A
52648
A simple MCP server that provides greeting tools and server information.
N/A N/A
52649
Enables comprehensive search and browsing of Berlin city services. Also support…
52650
baodq06
memocall Claim
Recall past Claude Code conversations from any project as clean, compact Markdo…
N/A N/A
Showing 52601–52650 of 54421 servers