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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 records2833 liveRefine in search →
Version ControlCI/CD & DeployMonitoring & ObservabilityProject ManagementPackages & DependenciesFilesystemTerminal & ShellDocumentation Lookup
GitWhy — The Context Layer for GitMCP serverMCP
by gitwhy-cli
Unknown

The shared AI context engine for git — save, search, and share the reasoning behind code changes.

Version Control~100%
npm:gitwhy-mcp · local package
guardrly-mcpMCP serverMCP
by fishcoco-code
Unknown

Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, and more

Monitoring & ObservabilityE-commerce OperationsMarketing~94%
pypi:guardrly · local packagepublished 5 mo ago
goaltreeMCP serverMCP
by furkanYanteri1
Unknown

A multi-parent goal graph where value propagates, so what more things depend on ranks higher

Project ManagementReasoning & Planning
pypi:goaltree · local packagepublished 1 mo ago
sentry-mcp-serverMCP serverMCP
by friendlygeorge
Unknown

MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.

Monitoring & Observability~100%
npm:sentry-mcp-server · local package
jira-mcp-serverMCP serverMCP
by friendlygeorge
Unknown

MCP server for Jira — search, create, update, transition issues, manage projects, boards, and spr...

Project Management~100%
npm:@supernova123/jira-mcp-server · local package
Blank Files MCPMCP serverMCP
by filearchitect
Unknown

MCP server for listing and retrieving minimal valid blank files from blankfiles.com.

Filesystem~100%
npm:@filearchitect/blankfiles-mcp · local package
filesystemMCP serverMCP
by fieldcure
Unknown

Secure MCP server for sandboxed filesystem operations with document parsing support.

Filesystem~100%
no endpoint declared
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 26 d ago
inferrailMCP serverMCP
by domondi1
Unknown

Read-only MCP tools over Inferrail's local receipt ledger: attributed spend and gateway health.

Monitoring & Observability~75%Model Access~73%
pypi:inferrail · local packagepublished 21 d 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 5 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
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Aliases

devtools, developer tools, dev tools