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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.

2.1k records303 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
devxiraMCP serverMCP
by _hifromabul
Unknown

MCP server for developer workflows — PR review, daily reports, task management, plugin research

Prompt Management~100%Version ControlCode Review~81%
npm:devxira · local package18/wkpublished 3 mo ago
spm-mcpMCP serverMCP
by gachiranjeevi
Unknown

Super Product Manager MCP Server - AI-powered product document analysis. Bring your own template or use 30 built-in expert reviews for PRDs, roadmaps, and PM documents.

Code Review~100%Notes & Docs~62%
npm:spm-mcp · local package18/wkpublished 5 mo ago
thrift-memoryMCP serverMCP
by yohad.h
Unknown

Cost-first MCP memory server for coding agents that stop reloading large MEMORY.md, AGENTS.md, and project context files every session. Recalls only task-relevant memory under a hard token budget and returns a savings receipt: baselineTokens vs injectedTo

Code Generation~100%Agent Memory
npm:thrift-memory · local package18/wkpublished 2 mo ago
@diottodev/runicMCP serverMCP
by nico-diotto-dev
Unknown

379 AI & Dev skills for Claude Code, Cursor, Windsurf, VS Code, and JetBrains — install via MCP.

Code Review~100%DebuggingTesting~75%Prompt Management~64%
npm:@diottodev/runic · local package18/wkpublished 2 mo ago
mcp-migration-advisorMCP serverMCP
by dmitriusan
Unknown

MCP server for database migration risk analysis — Flyway and Liquibase XML/YAML/SQL support with lock detection and conflict analysis

RefactoringDatabases
npm:mcp-migration-advisor · local package18/wkpublished 4 mo ago
knitbrainMCP serverMCP
by piyushdua
Unknown

Loop engineering substrate for coding agents — state, lossless optimization, and hook enforcement: verify-gated loops that can't lie, run away, or go broke. For Claude Code, Codex, Cursor, Gemini CLI, VS Code Copilot, and any MCP client.

Code Generation~100%Knowledge GraphsAgent Memory~64%Prompt Management~64%
npm:knitbrain · local package18/wkpublished 2 mo ago
cortex-mcpMCP serverMCP
by perla-jaswanth-kumar
Unknown

Persistent memory for AI coding assistants. Injects context from past sessions into every LLM request.

Code Generation~100%Agent MemoryVector SearchDatabases
npm:cortex-mcp · local package18/wkpublished 6 mo ago
@fre4x/inspector-bridgeMCP serverMCP
by fritzprix
Unknown

MCP inspector bridge server for connecting agents to other MCP servers without a browser.

Testing
npm:@fre4x/inspector-bridge · local package18/wkpublished 29 h ago
specloreMCP serverMCP
by kaifukeji
Unknown

AI-powered CLI for BDD specs, coding constraints & acceptance testing. MCP-native.

Testing~100%
npm:speclore · local package17/wkpublished 14 d ago
@depxray/coreAgentMCP
by peto03
Unknown

Static analysis engine for JavaScript and TypeScript dependency graphs, health scoring, dependency-chain explanations, unused exports, unresolved imports, impact analysis, architecture rules, and AI-agent tooling.

Security Review~100%RefactoringReporting & DashboardsKnowledge GraphsCode Review~100%
npm:depxray · local package17/wkpublished 2 mo ago
tuneframesAgent
by exitliquidityagent
Unknown

Agent-native music generation. Write Tone.js, render to audio.

Music & AudioCode Generation
npm:tuneframes · local package17/wkpublished 2 mo ago
@fancyfields/agentMCP serverMCP
by omarsakrlaravel
Unknown

Build professional WordPress themes with AI. The FancyFields agent bundles the installer, an MCP knowledge server, and a theme CLI (scaffold, seed, analyze, audit, package) into one tool — set it up in any AI coding agent with `npx @fancyfields/agent setu

Code Generation~100%
npm:@fancyfields/agent · local package17/wkpublished 2 mo ago
apple-docs-mcp-serverMCP serverMCP
by mishka_doing
Unknown

🍎 MCP server for semantic search through Apple developer documentation, WWDC transcripts, and code examples. 16K+ documents indexed for AI agents.

Code DocumentationVector Search~100%Databases~68%Documentation Lookup~67%
npm:apple-docs-mcp-server · local package17/wkpublished 13 mo ago
rung-aiAgent
by one-kash
Unknown

Did your AI agent run what it says it verified, or only claim it did? rung turns an agent's verification into a record you can re-check. (npm entry currently redirects to the pip / pipx / uv / Homebrew / container install.)

Code Review~100%CI/CD & Deploy
npm:rung-ai · local package17/wkpublished 19 d ago
baz-for-claudeAgent
by jackosbazaar
Unknown

Frame-accurate video feedback for AI coding agents. Pause a hosted video, type a note, and it lands in your agent's context with the exact frame number and a still of that frame.

Code Review~64%
npm:baz-for-claude · local package17/wkpublished 28 d ago
natureco-skuldAgent
by natureco2
Unknown

NatureCo Skuld — coding-first AI agent with persistent memory and a post-change quality gate

Code Review~100%Agent Memory~100%Agent OrchestrationTerminal & ShellCode Generation~75%
npm:natureco-skuld · local package17/wkpublished 1 mo ago
@bencibro/postmcpMCP serverMCP
by bencibro
Unknown

MCP server for AI-driven API testing — HTTP, GraphQL, WebSocket, OAuth2, assertions, chained test suites, and SQLite-persisted history with JSON diff comparison.

Testing~100%API Access
npm:@bencibro/postmcp · local package17/wkpublished 1 mo ago
archbee-mcpMCP serverMCP
by ioan.maracineanu
Unknown

This is a Model Context Protocol (MCP) server for interacting with the [Archbee API](https://docs.archbee.com/get-document). This server provides tools to read, search and list Archbee documents from your space using Large Language Models.

Code Documentation
npm:archbee-mcp · local package17/wkpublished 15 mo ago
@gapwright/mcpMCP serverMCP
by harshach
Unknown

Persistent Playwright browser tools for Gapwright over MCP

Browser AutomationTesting
npm:@gapwright/mcp · local package17/wkpublished 1 mo ago
shieldnet-mcpMCP serverMCP
by hash.exe
Unknown

ShieldNet Security Scanner — MCP Server for AI Agent Security Governance. Scans URLs for XSS, SQLi, SSTI, CORS misconfig, missing headers, info disclosure, and more. Returns ALLOW/WARN/BLOCK governance decisions.

Security ScanningSecurity Review
npm:shieldnet-mcp · local package17/wkpublished 5 mo ago
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code, coding, programming, software