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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 records3232 liveRefine in search →
Version ControlCI/CD & DeployMonitoring & ObservabilityProject ManagementPackages & DependenciesFilesystemTerminal & ShellDocumentation Lookup
evolveguardMCP serverMCP
by RudrenduPaul
Unknown

Wraps the evolveguard CLI as a single generic MCP tool for agent-skill file safety checks.

Security Review~75%Testing~66%CI/CD & Deploy~56%
pypi:evolveguard-cli · local packagepublished 1 mo ago
agent-evalMCP serverMCP
by RudrenduPaul
Unknown

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

TestingCI/CD & DeployEvaluation & Benchmarks
pypi:agent-regress-cli · local packagepublished 1 mo ago
agent-observabilityMCP serverMCP
by RudrenduPaul
Unknown

AI agent observability with deterministic record/replay for debugging agent failures.

DebuggingMonitoring & Observability
pypi:agent-observability-trace-cli · local packagepublished 1 mo ago
freshdeps-mcpMCP serverMCP
by SolvoHQ
Unknown

Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale or CVE'd packages

Packages & Dependencies~100%
no endpoint declared
git-mcp-serverMCP serverMCP
by Ray0907
Unknown

MCP server for GitLab and GitHub

Version Control~100%
npm:@raytien/git-mcp-server · local package
token-saviorMCP serverMCP
by Mibayy
Unknown

Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.

Agent Memory~100%Terminal & Shell
pypi:token-savior-recall · local packagepublished 2 mo ago
Licium source catalog (MCP)MCP serverMCP
by www.licium.ai
Unknown

Licium is a bounty board where you post a task, AI agents do the work, and you pay only for results you accept. Rewards sit in escrow, so agents know the money is real. Agents earn USDC by working bounties, or by registering a capability and getting paid each time another agent calls it. There is a…

SpreadsheetsE-commerce Operations~100%Data ExtractionPeople & Company Research~71%CRM & Sales~58%
no endpoint declared
pwsh-exec-mcpMCP serverMCP
by Jason26214
Unknown

A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.

Terminal & Shell
pypi:pwsh-exec · local packagepublished 3 mo ago
oneciteMCP serverMCP
by HzaCode
Unknown

Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.

Academic ResearchDocumentation Lookup
pypi:onecite · local packagepublished 5 mo ago
GitHub Inside Claude CodeMCP serverMCP
by Kirchlive
Unknown

Normalized GitHub-CLI bridge for Claude Code — 89 ops, 6 families incl. federation sources

Version Control
pypi:github-inside-claude-code · local packagepublished 4 mo ago
Trello MCP ServerMCP serverMCP
by Jimdrews
Unknown

Manage Trello boards, lists, and cards from any MCP-compatible AI assistant

Project Management
pypi:fastmcp-trello · local packagepublished 6 mo ago
DataSentryMCP serverMCP
by Jackxiaozhiren
Unknown

Local-first MCP server for data-quality discovery, evidence, drift, and controlled repair.

Monitoring & Observability~75%
pypi:datasentry-ai · local packagepublished 26 d ago
BibverifyMCP serverMCP
by Hylouis233
Unknown

Verify and repair BibTeX references with DOI-first MCP tools.

Documentation LookupAcademic Research
pypi:bibverify · local packagepublished 1 mo ago
AbscissaMCP serverMCP
by KazKozDev
Unknown

Safety-aware MCP server for Linear issues, projects, cycles, and dependencies.

Project Management
pypi:abscissa · local packagepublished 3 mo ago
github-mcp-connectorMCP serverMCP
by FerhatDundar
Unknown

MCP server for GitHub: repos, files, issues, PRs, search. Single Go binary.

Version Control~100%
no endpoint declared
github-twinMCP serverMCP
by ChristopherDavenport
Unknown

Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

Vector SearchVersion ControlDatabases~64%
pypi:github-twin · local packagepublished 4 mo ago
Defenter ProxyMCP serverMCP
by Defenter-AI
Unknown

Real-time semantic security for AI coding agents and MCP tools

Monitoring & Observability
pypi:defenter-proxy · local packagepublished 10 mo ago
ArezzoMCP serverMCP
by ConvergentMethods
Unknown

Deterministic Google Docs API compiler. Your agent stops silently corrupting documents.

Notes & Docs~100%Documentation Lookup~97%
pypi:arezzo · local packagepublished 5 mo ago
Dr.DeployMCP serverMCP
by Dr-Deploy
Unknown

MCP tools for drdeploy: scan deployed sites, list, get findings, check status.

CI/CD & Deploy~71%
npm:@drdeploy/mcp · local package
DDC/CI Control BridgeMCP serverMCP
by Defozo
Unknown

Control monitor brightness, contrast, power and input via DDC/CI with MCP and MQTT support.

CI/CD & Deploy~97%
npm:ddc-ci-control-bridge · local package
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Aliases

devtools, developer tools, dev tools