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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 records3215 liveRefine in search →
Version ControlCI/CD & DeployMonitoring & ObservabilityProject ManagementPackages & DependenciesFilesystemTerminal & ShellDocumentation Lookup
BACH FileCommanderMCP serverMCP
by lukisch
Unknown

43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PDF export.

Filesystem~88%
npm:bach-filecommander-mcp · local package
KaganMCP serverMCP
by kagan-sh
Unknown

AI-powered Kanban TUI for autonomous development workflows with agent orchestration

Project ManagementTerminal & ShellCode Generation~75%
pypi:kagan · local packagepublished 5 mo ago
shell-useMCP serverMCP
by kyuheon-kr
Unknown

Let agents use the shell like a human.

Terminal & Shell~100%
oci:ghcr.io/kyuheon-kr/shell-use:1.0.0 · local package
invigilMCP serverMCP
by invigil
Unknown

Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.

CI/CD & DeployVersion Control~64%
pypi:invigil · local packagepublished 2 mo ago
Code of PaperMCP serverMCP
by isagelswann
Unknown

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.

Version ControlAcademic Research
pypi:codeofpaper · local packagepublished 4 mo ago
ssh-client-mcp-serverMCP serverMCP
by jordanburke
Unknown

MCP server for executing shell commands on remote hosts via SSH.

Terminal & Shell~84%
npm:ssh-client-mcp-server · local package
mcp-prometheusMCP serverMCP
by jeanlopezxyz
Unknown

A Model Context Protocol (MCP) server for Prometheus monitoring

Monitoring & Observability~100%
npm:mcp-prometheus · local package
filesystem-contextMCP serverMCP
by j0hanz
Unknown

🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis

Filesystem~100%
npm:@j0hanz/filesystem-context-mcp · local package
instagitMCP serverMCP
by instagitai
Unknown

MCP server for Instagit — AI-powered Git repository analysis for coding agents

Version Control~79%
npm:instagit · local package
wherewentMCP serverMCP
by habibafaisal
Unknown

Zero-config SQL flight recorder for slow Python/SQLAlchemy jobs: exact call site, count, and fix.

DatabasesMonitoring & Observability
pypi:wherewent · local packagepublished 2 mo ago
ipyboxMCP serverMCP
by gradion-ai
Unknown

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls

Terminal & Shell~84%
pypi:ipybox · local packagepublished 4 mo ago
evalview-mcpMCP serverMCP
by hidai25
Unknown

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

TestingCI/CD & Deploy~100%Model AccessAgent OrchestrationEvaluation & Benchmarks
pypi:evalview · local packagepublished 2 mo ago
git-leaderboardMCP serverMCP
by hrvoje0099
Unknown

Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons.

Version Control~100%
npm:@gitleaderboard/mcp-server · local package
Bamboo MCP ServerMCP serverMCP
by hmdmph
Unknown

Read-only MCP server for self-hosted Atlassian Bamboo CI/CD

CI/CD & Deploy~100%
oci:ghcr.io/hmdmph/bamboo-mcp:0.1.2 · local package
Vercel MCP ProMCP serverMCP
by helbertparanhos
Unknown

Complete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API

CI/CD & Deploy~100%
npm:vercel-mcp-pro · local package
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
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Aliases

devtools, developer tools, dev tools