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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.

9.5k records2819 liveRefine in search →
Version ControlCI/CD & DeployMonitoring & ObservabilityProject ManagementPackages & DependenciesFilesystemTerminal & ShellDocumentation Lookup
digline-mcpMCP serverMCP
Unknown

MCP server for digline: an agent can read a result and measure one, and cannot promote a baseline.

Version Control~83%Documentation Lookup~79%
pypi:digline-mcp · local packagepublished 3 d ago
contexture-mcpMCP serverMCP
by Contexture
Unknown

A Controller framework for agent and human Views: declare once, then publish through MCP and explicit REST routes

Version Control~83%
pypi:contexture-mcp · local packagepublished 26 h ago
clue2app-mcpMCP serverMCP
Unknown

MCP Server for Clue2App - Deploy apps from AI coding assistants

CI/CD & Deploy~83%Identity & Access~83%Monitoring & Observability~80%
pypi:clue2app-mcp · local packagepublished 3 d ago
chinese-char-counter-mcpMCP serverMCP
Unknown

MCP server (stdio) that counts Chinese characters in a text, excluding punctuation, whitespace, Latin letters and digits.

Version Control~75%
pypi:chinese-char-counter-mcp · local packagepublished 33 h ago
atlassian-agent-mcpMCP serverMCP
by Daniel Vogler
Unknown

MCP-first Jira and Confluence tools for coding agents, where every write is a dry run first.

Code Generation~100%Project ManagementNotes & Docs
pypi:atlassian-agent-mcp · local packagepublished 10 h ago
agnara-mcpMCP serverMCP
Unknown

Model Context Protocol exposure adapter for Agnara capabilities.

Packages & Dependencies~77%
pypi:agnara-mcp · local packagepublished 3 d ago
accelo-mcpMCP serverMCP
by Selerity Pty Ltd
Unknown

Unofficial MCP server for the Accelo CRM platform

Identity & Access~100%Version Control~79%CI/CD & Deploy~78%
pypi:accelo-mcp · local packagepublished 11 h ago
INVARAMCP serverMCP
by Jujitae
Unknown

Independent verification that a change kept its declared constraints. No model in the verdict path.

CI/CD & Deploy
pypi:invara · local packagepublished 2 d ago
Observability AIopsMCP serverMCP
by AIops-tools
Unknown

Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

Monitoring & Observability~100%
pypi:observability-aiops · local packagepublished 17 h ago
Monitoring AIopsMCP serverMCP
by AIops-tools
Unknown

Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.

Monitoring & Observability~79%
pypi:monitoring-aiops · local packagepublished 17 h ago
ServonautMCP serverMCP
by dev.servonaut
Unknown

Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec.

Terminal & Shell
pypi:servonaut · local packagepublished 30 h ago
docvetMCP serverMCP
by Alberto-Codes
Unknown

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

Code Review~100%Code DocumentationSecurity Review~75%CI/CD & Deploy~75%Version Control~64%
pypi:docvet · local packagepublished 17 h ago
CICD AIopsMCP serverMCP
by AIops-tools
Unknown

Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.

CI/CD & Deploy~100%
pypi:cicd-aiops · local packagepublished 17 h ago
bettermemoryMCP serverMCP
by 0Mattias
Unknown

Memory for coding agents, checked against the filesystem and git before it is believed.

Agent MemoryFilesystem~88%
pypi:bettermemory · local packagepublished 19 h ago
Glitch ToolkitMCP serverMCP
by AbstractGlitch
Unknown

Read-only checks that fail a guardrail which is present but has stopped refusing anything

CI/CD & Deploy
pypi:glitch-toolkit · local packagepublished 4 d ago
pkgproofMCP serverMCP
by net.pkgproof
Unknown

Verify an npm package before you install it: advisories, install scripts, typosquats, provenance.

Packages & Dependencies~76%
npm:@pkgproof/mcp · local package
code-factoryMCP serverMCP
by zrk222
Unknown

Local proof facts for AI coding clients: intent, tests, Graph Ops, and review evidence.

Code Review~100%Testing~100%Version Control~100%Knowledge Graphs~100%Code Generation~75%
pypi:factoryline-code-factory · local packagepublished 3 d ago
VaaraMCP serverMCP
by vaaraio
Unknown

Accountable autonomy proxy: gating, tamper-evident audit, time anchor for every action

Monitoring & Observability~71%Evaluation & Benchmarks~66%
pypi:vaara · local packagepublished 3 d ago
kwnva.design docs MCPMCP serverMCP
by kwnva.design
Unknown

Documentation MCP for API, auth, and OpenAPI overview tools.

3D & Design~71%Documentation Lookup~67%
no endpoint declared
zvec-mcp-serverMCP serverMCP
Unknown

MCP server for Zvec vector database

Databases~100%Vector Search~100%Version Control~100%Packages & Dependencies~77%
pypi:zvec-mcp-server · local packagepublished 5 mo ago
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Aliases

devtools, developer tools, dev tools