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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.

11k records3211 liveRefine in search →
Version ControlCI/CD & DeployMonitoring & ObservabilityProject ManagementPackages & DependenciesFilesystemTerminal & ShellDocumentation Lookup
RZD Tickets MCPMCP serverMCP
by ex3lite
Unknown

Read-only MCP server for RZD trains, cars, seats, adjacent pairs and car photos.

Project Management~73%
npm:mcp-rzd-tickets · local package
fedramp-docs-mcpMCP serverMCP
by ethanolivertroy
Unknown

Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.

Documentation Lookup~100%
npm:fedramp-docs-mcp · local package
git-archaeologistMCP serverMCP
by engrmaziz
Unknown

Trace code history, commit reasoning, and PR context directly from Git logs.

Version Control~100%
npm:git-archaeologist-mcp · local package
IterableDataMCP serverMCP
by datenoio
Unknown

Streaming read, convert, and inspect 100+ formats. Install iterabledata[mcp] and run iterable-mcp.

Document ConversionSpreadsheetsCI/CD & Deploy~68%CRM & Sales~68%
pypi:iterabledata · local packagepublished 1 mo ago
dagpipeMCP serverMCP
by devilsfave
Unknown

Crash-proof LLM pipelines. Resumes from failure without a database.

CI/CD & DeployCRM & Sales~100%Agent OrchestrationKnowledge Graphs~62%
pypi:dagpipe-core · local packagepublished 6 mo ago
codereviewbuddyMCP serverMCP
by detailobsessed
Unknown

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

Code Review~100%Version Control
pypi:codereviewbuddy · local packagepublished 6 mo ago
gitlab-mcp-serverMCP serverMCP
by dubuqingfeng
Unknown

GitLab MCP (Model Context Protocol) server for AI agents

Version Control~100%
npm:@dubuqingfeng/gitlab-mcp-server · local package
bitbucket-mcp-serverMCP serverMCP
by droplinkperformance
Unknown

Provider-agnostic, AI-review-first MCP server for Bitbucket Cloud.

Version Control~100%
npm:@droplinkperformance/bitbucket-mcp-server · local package
twitterapi-docs-mcpMCP serverMCP
by dorukardahan
Unknown

Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, pricing.

Documentation Lookup~100%
npm:twitterapi-docs-mcp · local package
Shell ExecMCP serverMCP
by domdomegg
Unknown

Execute bash commands with background job support.

Terminal & Shell~100%
npm:shell-exec-mcp · local package
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
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Aliases

devtools, developer tools, dev tools