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42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.

#22973
Scrapling MCP Server

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

Stdio
score
39
#22975
Codebase Memory

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Stdio
score
39
#22980
Next AI Draw.io

draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand

Stdio
score
39
#22982
wigolo

Local-first web intelligence MCP server for AI coding agents

Stdio
score
39
#22983
Zotero MCP

Search, read, annotate, and add to your Zotero research library, local or web.

Stdio
score
39
#22984
mcp-server-chart

A Model Context Protocol server for generating charts using AntV.

Stdio
score
39
#22985
Excel MCP Server

Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.

Stdio
score
39
#22986
DBHub

Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite

Stdio
score
39
#22987
arxiv-mcp-server

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

Stdio
score
39
#22988
jCodemunch MCP

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

Stdio
score
39
#22989
invisible_playwright_mcp

AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.

Stdio
score
39
#22990
brightdata-mcp

Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

Stdio
score
39
#22991
kordoc

Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX, PPTX) to Markdown; fill forms, diff, render.

Stdio
score
39
#22992
PaperBanana

Generate academic diagrams and statistical plots from text using multi-agent AI.

Stdio
score
39
#22993
llmwiki

Compile documents into a cited knowledge wiki. Retrieve evidence, query, and review via local MCP.

Stdio
score
39
#22994
Ui.Vision MCP

MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input

Stdio
score
39
#22995
jshookmcp

Search-first MCP server for JavaScript reverse engineering: 735 tools across 36 domains.

Stdio
score
39
#22996
gitlab-mcp

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

Stdio
score
39
#22997
OpenOSINT

AI-powered OSINT agent & MCP server. 21 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

Stdio
score
39
#22998
TerraVision

Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.

Stdio
score
39
#23000
ros-mcp-server

Connect AI models like Claude & ChatGPT with ROS robots using MCP

Stdio
score
39
#23001
pm-claude-skills

1295 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

Stdio
score
39
#23002
tradememory-protocol

Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.

Stdio
score
39
#23003
voicemode

Natural voice conversations for AI assistants - STT/TTS via MCP

Stdio
score
39
#23004
SearXNG Search

MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

Stdio
score
39
#23005
monitor

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

Stdio
score
39
#23006
Reticle

Verify a running web app from the inside over MCP: look, act, observe, assert. No screenshots.

Stdio
score
39
#23007
deja-vu

deja-vu: local memory over the session histories of forty-one coding agents.

Stdio
score
39
#23010
mcp-neo4j-cypher

A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

Stdio
score
39
#23012
mcp-neo4j-memory

MCP Neo4j Knowledge Graph Memory Server

Stdio
score
39