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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.

2.0k records302 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
mcpMCP serverMCP
by dev.dungbeetle
Unknown

Visual regression & snapshot testing for AI agents — list runs, read semantic diffs, review.

Testing~100%
npm:dungbeetle-mcp · local package61/wkpublished 2 mo ago
mcp-jestMCP serverMCP
by josharsh
Unknown

Testing framework for Model Context Protocol (MCP) servers - like Jest but for MCP

TestingCI/CD & Deploy
npm:mcp-jest · local package61/wkpublished 8 mo ago
coding-tools-mcpMCP serverMCP
by xyTom
Unknown

npm launcher for the coding-tools-mcp Python MCP server (PyPI). Starts the server via uvx or pipx.

Code Generation~75%Packages & Dependencies~72%
npm:coding-tools-mcp · local package61/wkpublished 1 mo ago
awaithumansAgent
by llm_money
Unknown

HITL infrastructure for AI agents. Your agent calls awaitHuman(), a human reviews via Slack/email/dashboard, agent resumes with a typed response.

Code Review~100%Agent OrchestrationWorkflow Automation~75%Evaluation & Benchmarks~71%
npm:awaithumans · local package61/wkpublished 4 mo ago
@tosin2013/mcp-shrimp-task-managerMCP serverMCP
by tosin2013
Unknown

Enhanced MCP Shrimp Task Manager with comprehensive LLM integration. A task management tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. Features real GPT-4 ↔ MCP tools communication, comprehensive testing pipeline

Testing~100%Reasoning & Planning~100%
npm:@tosin2013/mcp-shrimp-task-manager · local package61/wkpublished 15 mo ago
What's InheritedMCP serverMCP
by stcmain
Unknown

What a checkout tells your agent to do: instruction files, hooks, declared MCP servers.

Code Review~100%Prompt Management~64%
npm:whats-inherited-mcp · local package60/wkpublished 1 mo ago
@crashbytes/mcp-test-kitMCP serverMCP
by CrashBytes
Unknown

Testing framework for Model Context Protocol (MCP) servers - Jest/Vitest for MCP

Testing
npm:@crashbytes/mcp-test-kit · local package60/wkpublished 6 d ago
@spikedpunch/align-cliMCP serverMCP
by SpikedPunchVictim
Unknown

align CLI — an architecture-conformance verification oracle for LLM coding agents, with a built-in MCP server.

Security Review~75%Knowledge Graphs~62%
npm:@spikedpunch/align-cli · local package60/wkpublished 17 d ago
lastestMCP serverMCP
by las-team
Unknown

Run visual regression tests, review diffs, and manage baselines on a Lastest instance.

TestingBrowser Automation
npm:@lastest/mcp-server · local package60/wkpublished 4 mo ago
AsyntheticMCP serverMCP
by asyntheticai
Unknown

Ground truth for AI coding agents: what breaks between library versions and how to fix it

Refactoring
https://asynthetic.up.railway.app/mcp60/wkpublished 2 mo ago
@inspectdotdev/cliAgent
by auchenberg
Unknown

Official Inspect.dev CLI for agent-first iOS and Android mobile web debugging with Chrome DevTools

DebuggingBrowser Automation~100%
npm:@inspectdotdev/cli · local package60/wkpublished 7 d ago
cve-cacheMCP serverMCP
by weiseer
Unknown

Recent CVE + GHSA cache for AI agents auditing dependencies (npm/PyPI/Cargo/Maven/Go).

Security ReviewPackages & Dependencies~100%
npm:@weiseer/cve-cache-mcp · local package59/wkpublished 3 mo ago
api-docs-mcp-serverMCP serverMCP
by geniyangge
Unknown

MCP server exposing OpenAPI/Swagger API documentation as MCP tools (overview / search / detail / dump / refresh). Framework-agnostic, works with Express or plain Node http.

Code Documentation~100%API AccessDocumentation Lookup~100%
npm:api-docs-mcp-server · local package59/wkpublished 18 d ago
androidbuild-mcpMCP serverMCP
by dev-jackson
Unknown

Build, deploy, drive and debug Android apps: Gradle, emulators, adb, logcat, UI automation

Testing~66%
npm:@asjackson/androidbuild-mcp · local package59/wkpublished 1 mo ago
yelpMCP serverMCP
by markswendsen-code
Unknown

MCP server for Yelp - search businesses, read reviews, make reservations

Code Review~100%Browser Automation
npm:@striderlabs/mcp-yelp · local package58/wkpublished 3 mo ago
BRYGMCP serverMCP
by flexiblepackage
Unknown

Drives a real Chromium browser: navigate, click, type, read pages, OCR, QR, network capture

TestingBrowser AutomationOCR
npm:bryg-mcp · local package58/wkpublished 26 d ago
gradosMCP serverMCP
by STSNaive
Unknown

The enrichment-grade MCP server for academic paper search and full-text extraction. For science.

Academic ResearchCode Review~64%
npm:grados · local package58/wkpublished 5 mo ago
jules-dispatchMCP serverMCP
by Yuuqq
Unknown

Batch-dispatch coding tasks to Google Jules: 50 parallel sessions, plan approval, PR collection.

Code Generation~75%
npm:@yuuqq/jules-dispatch · local package58/wkpublished 25 d ago
@timps-ai/timps-codeAgent
by sandeepthummala
Unknown

Open-source CLI coding agent with 22-layer persistent memory. Free with Ollama. Drop-in Claude Code alternative. Works with any model.

Code Generation~100%Agent Memory~100%
npm:@timps-ai/timps-code · local package58/wkpublished 21 d ago
mcp-vibe-checkerMCP serverMCP
by webmoleai
Unknown

Vibe-check your code — personality types, energy ratings, aesthetic suggestions.

Code Review~100%
npm:mcp-vibe-checker · local package57/wkpublished 5 mo ago
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Aliases

code, coding, programming, software