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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.PrivacyTermsv0.1 · early network
Capabilities/dev

Developer Tooling

Tools for building, shipping and operating software.

5.8k records2835 liveRefine in search →
Version ControlCI/CD & DeployMonitoring & ObservabilityProject ManagementPackages & DependenciesFilesystemTerminal & ShellDocumentation Lookup
Google DocsMCP serverMCP
by domdomegg
Unknown

Allow AI systems to read and edit Google Docs.

Documentation Lookup~100%Notes & Docs~100%
npm:google-documents-mcp · local package
FilesystemMCP serverMCP
by domdomegg
Unknown

Read, create, and edit files.

Filesystem~100%
npm:filesystem-mcp · local package
ebenova-legal-docsMCP serverMCP
by dgtalquantumleap-ai
Unknown

Generate 27 legal document types across 18 jurisdictions via Ebenova API.

Contracts & Legal~100%Documentation Lookup~67%
npm:ebenova-legal-docs-mcp · local package
mcp-git-enhancedMCP serverMCP
by davidweb3-ctrl
Unknown

Enhanced Git MCP Server - Code review, commit analysis, and branch management

Version Control~100%Code Review~84%
npm:@davidweb3-ctrl/mcp-git-enhanced · local package
githubMCP serverMCP
by davidweb3-ctrl
Unknown

GitHub MCP Server - List PRs, issues, repo info, and search code

Version Control~100%
npm:@davidweb3-ctrl/mcp-github-server · local package
McuBuddyMCP serverMCP
by cunjun
Unknown

AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.

DebuggingMonitoring & Observability~83%
pypi:mcubuddy · local packagepublished 2 mo ago
hopMCP serverMCP
by danmartuszewski
Unknown

SSH connection manager with MCP server for AI-assisted operations across servers.

Terminal & Shell
no endpoint declared
vectoraMCP serverMCP
by brunosrz
Unknown

AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.

Filesystem~88%
pypi:vectora-agent · local packagepublished 4 mo ago
automatised-pipelineMCP serverMCP
by cdeust
Unknown

Codebase intelligence MCP server — index any repo into a property graph; 26 tools for agents.

CI/CD & Deploy~75%CRM & Sales~75%
no endpoint declared
waitbusMCP serverMCP
by astrogilda
Unknown

Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.

CI/CD & DeployNotificationsDatabasesFilesystem~88%Version Control~64%
pypi:waitbus · local packagepublished 3 mo ago
star-trajectoryMCP serverMCP
by ardev-lab
Unknown

Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection

Version ControlWeather
pypi:star-trajectory · local packagepublished 4 mo ago
noisefloor — is this number real?MCP serverMCP
by beepboop2025
Unknown

Is this number real, or is it noise? Peek-safe A/B tests, change detection, honest forecasts.

Monitoring & ObservabilityTesting~66%
pypi:noisefloor · local packagepublished 1 mo ago
hotatoMCP serverMCP
by attenlabs
Unknown

Open-source, self-hosted conversation QA for voice agents. MIT.

Testing~100%Monitoring & ObservabilitySMS & VoiceEvaluation & BenchmarksCI/CD & Deploy
pypi:hotato · local packagepublished 1 mo ago
DOS — the trust substrate for agent fleetsMCP serverMCP
by anthony-chaudhary
Unknown

Verify what agents actually shipped, arbitrate file collisions, refuse with structured reasons.

Agent OrchestrationScheduling & CronMonitoring & Observability~71%
pypi:dos-kernel · local packagepublished 2 mo ago
Bawbel ScannerMCP serverMCP
by bawbel
Unknown

Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.

Security ReviewSecurity Scanning~100%CI/CD & Deploy~75%Version Control~64%Prompt Management~64%
pypi:bawbel-scanner · local packagepublished 3 mo ago
license-complianceMCP serverMCP
by bighippoman
Unknown

Scan npm dependencies for license compliance issues. Catch GPL contamination.

Packages & Dependencies~81%
npm:license-compliance-mcp · local package
DemandScopeMCP serverMCP
by baobabcat
Unknown

Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends.

Packages & Dependencies~72%
no endpoint declared
Terminal MCP ServerMCP serverMCP
by aybelatchane
Unknown

MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.

Terminal & Shell~100%Code Generation~75%
npm:mcp-server-terminal · local package
attestd-mcpMCP serverMCP
by attestd-io
Unknown

CVE and supply chain checks for MCP clients. Covers infrastructure, PyPI, and npm packages.

Packages & Dependencies~100%
npm:@attestd/mcp · local package
RemogramMCP serverMCP
by attebury
Unknown

SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers

Version Control~78%
npm:@remogram/mcp · local package
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Aliases

devtools, developer tools, dev tools