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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/code

Code

Software development, review and analysis.

1.9k records302 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
mcp-fetchMCP serverMCP
by matiasgf
Unknown

A Model Context Protocol server providing tools for HTTP requests, GraphQL queries, WebSocket connections, and browser automation

API AccessBrowser AutomationWeb ScrapingTesting
npm:mcp-fetch · local package145/wkpublished 13 mo ago
atlas-vision-mcpMCP serverMCP
by nguyenquangthai
Unknown

MCP vision bridge for text-only coding agents

Code Generation~100%Image UnderstandingOCRPackages & Dependencies~66%
npm:atlas-vision-mcp · local package145/wkpublished 21 d ago
@ai-of-mine/fast-mermaid-validator-mcpMCP serverMCP
by user-ai-of-mine
Unknown

High-performance API and Model Context Protocol (MCP) server for validating Mermaid diagrams with comprehensive security features, multiple transport options, and enterprise-grade capabilities

TestingCode DocumentationProject ManagementCI/CD & DeployBrowser Automation
npm:@ai-of-mine/fast-mermaid-validator-mcp · local package144/wkpublished 3 mo ago
impact-ui-mcp-serverMCP serverMCP
by impactnpm
Unknown

MCP Server for Impact UI Library - AI-powered component documentation, code generation, UI archetypes, and design system intelligence

Code Generation~100%Code Documentation~100%3D & Design~100%
npm:impact-ui-mcp-server · local package143/wkpublished 20 d ago
docbrain-mcpMCP serverMCP
by docbrain-ai
Unknown

DocBrain MCP server — query your documentation from Claude Code, Cursor, and any MCP-compatible editor

Code DocumentationVector Search
npm:docbrain-mcp · local package143/wkpublished 3 d ago
mcp-debuggerMCP serverMCP
by Digital-Defiance
Unknown

Node.js and TypeScript debugging with 25+ tools for AI agents

DebuggingVersion Control~64%E-commerce Operations~64%Agent Memory~64%Browser Automation~64%
npm:@ai-capabilities-suite/mcp-debugger-server · local package142/wkpublished 9 mo ago
@standardbeagle/agntMCP serverMCP
by andylbrummer
Unknown

MCP server for AI coding agents - process management, reverse proxy with traffic logging, browser instrumentation, and sketch mode

Debugging
npm:@standardbeagle/agnt · local package141/wkpublished 1 mo ago
verirunAgent
by baopeak
Unknown

Verirun — execution-grounded verification runtime for AI coding agents on Windows. The agent may propose; only evidence may prove.

Testing
npm:verirun · local package140/wkpublished 9 d ago
devicecloudMCP serverMCP
by RubenGlez
Unknown

Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics

Testing
npm:devicecloud-mcp · local package140/wkpublished 1 mo ago
@douyinfe/semi-mcpMCP serverMCP
by daiqiangreal
Unknown

Semi Design MCP Server - Model Context Protocol server for Semi Design components and documentation

Code Documentation3D & Design~100%
npm:@douyinfe/semi-mcp · local package139/wkpublished 7 mo ago
agent-target-mcpMCP serverMCP
by leegrieve
Unknown

MCP server for Agent Target: fresh, deterministic HTTP-reliability trials for AI agents, scored on server-observed behaviour.

Testing
npm:agent-target-mcp · local package138/wkpublished 14 d ago
stackexchange-mcp-serverMCP serverMCP
by cyanheads
Unknown

Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQs and user profiles.

Markets & Trading~100%Testing
https://stackexchange.caseyjhand.com/mcp137/wkpublished 15 d ago
skillselion-mcpMCP serverMCP
by skillselion
Unknown

MCP server that gives your coding agent on-demand access to thousands of community-vetted Claude Code skills - search Skillselion and load_skill a real SKILL.md (plus its scripts/refs) mid-task. Ranked by installs + GitHub stars. Works with Claude Code, C

Code Generation~100%FilesystemAgent Discovery~69%
npm:skillselion-mcp · local package137/wkpublished 17 d ago
dsh-plugin-codegraphAgent
by cczhao990113
Unknown

Structural code intelligence for DeepSeek Harness — gives the agent codegraph and codegraph_index tools to find where a symbol is declared, what calls it, what a change reaches, and how one symbol reaches another, from a tree-sitter index it builds itself

Security Review~75%Knowledge Graphs~62%
npm:dsh-plugin-codegraph · local package137/wkpublished 17 d ago
@andrewjacop/pi-herdrAgent
by andrewjacop
Unknown

herdr integration for the pi coding agent — spawn, drive, wait for, and harvest AI agent panes running in herdr.

Code Generation~100%Agent OrchestrationTerminal & ShellPackages & Dependencies~66%
npm:@andrewjacop/pi-herdr · local package136/wkpublished 8 d ago
@tideorg/mcpMCP serverMCP
by tidedev
Unknown

MCP server exposing Tide operational guidance — canon, playbooks, skills, prompts, adapters, and scenarios for AI coding agents

Code Generation~100%Identity & AccessPrompt Management~79%
npm:@tideorg/mcp · local package136/wkpublished 17 d ago
PaydirtMCP serverMCP
by Paydirt-AI
Unknown

Agent-native installer and control plane for Paydirt iOS feedback

Team ChatCode Generation~75%
npm:paydirt-mcp · local package134/wkpublished 25 d ago
motebitMCP serverMCP
by danielhakim
Unknown

Reference runtime and operator console for sovereign AI agents — REPL, daemon, delegation, MCP server. Persistent Ed25519 identity, signed execution receipts, governance at the boundary.

Identity & AccessCode Execution
npm:motebit · local package134/wkpublished 26 d ago
vaspera-hardeningMCP serverMCP
by RCOLKITT
Unknown

Enterprise certification for codebases with multi-agent security, reliability, and quality audits

Security Review~75%
npm:vaspera-hardening-mcp-server · local package131/wkpublished 5 mo ago
mcp-server-markdownMCP serverMCP
by ofershap
Unknown

MCP server for markdown files — search, extract sections, list headings, find code blocks across your docs directory

Documentation LookupCode DocumentationFilesystem~80%
npm:mcp-server-markdown · local package130/wkpublished 6 mo ago
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code, coding, programming, software