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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/Automation/automation.orchestration

Agent Orchestration

Coordinate multiple agents or tasks.

1.0k records264 liveRefine in search →
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 3 mo ago
mcp-sftp-orchestratorMCP serverMCP
by fkom13
Unknown

Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d'attente persistante.

Agent Orchestration~83%
npm:mcp-orchestrator-server · local package
misterdevMCP serverMCP
by dcondrey
Unknown

Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.

Agent OrchestrationCode Generation~75%
pypi:misterdev · local packagepublished 3 mo ago
laserbrainMCP serverMCP
by degibug-del
Unknown

The drift harness as an MCP server. Offline, no key — a fixed reference an agent checks against.

Agent Orchestration
pypi:laserbrain · local packagepublished 2 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 8 mo ago
ChainWeaverMCP serverMCP
by dgenio
Unknown

Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.

Agent Orchestration
pypi:chainweaver · local packagepublished 3 mo ago
memwrightMCP serverMCP
by bolnet
Unknown

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

DatabasesAgent MemoryKnowledge GraphsAgent Orchestration
pypi:memwright · local packagepublished 7 mo ago
AttestorMCP serverMCP
by bolnet
Unknown

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Vector SearchAgent MemoryKnowledge GraphsAgent OrchestrationDatabases
pypi:attestor · local packagepublished 5 mo ago
metabrainMCP serverMCP
by ariaxhan
Unknown

MCP server giving AI agents persistent SQLite memory that proves which lessons hold.

DatabasesAgent MemoryAgent Orchestration
pypi:metabrain · local packagepublished 2 mo ago
DOS — the trust substrate for agent fleetsMCP serverMCP
by anthony-chaudhary
Unknown

Verify what agents actually shipped, arbitrate file collisions, refuse with structured reasons.

Agent OrchestrationScheduling & CronMonitoring & Observability~71%
pypi:dos-kernel · local packagepublished 3 mo ago
node-server-orchestratorMCP serverMCP
by ShingWong
Unknown

MCP server for orchestrating Node.js development servers (backend, frontend, databases, etc.)

Agent Orchestration~83%
npm:node-server-orchestrator · local package
timps-swarmMCP serverMCP
by Sandeeprdy1729
Unknown

161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.

Agent Orchestration~69%
npm:timps-swarm · local package
gru953-crewMCP serverMCP
by GRU-953
Unknown

GRU953 Crew's autonomous multi-agent coding method, exposed as callable MCP tools.

Agent Orchestration~100%
npm:gru953-crew-mcp · local package
TaskBulletMCP serverMCP
by GriffMurder
Unavailable

Place US/CA phone calls and delegate tasks an AI agent cannot finish.

Agent Orchestration~100%SMS & Voice~100%
https://taskbullet.com/api/agent-mcp127/wkpublished 8 d ago
AxisMCP serverMCP
by dev.useaxis
Unavailable

Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on one shared board.

Code Generation~100%Agent Orchestration
https://useaxis.dev/api/mcp87/wkpublished 3 mo ago
Schelling Add ForwardMCP serverMCP
by com.schellingaf
Unavailable

Multi-agent coordination for AI agents: shared spaces, tasks, search, mailbox and persistent state.

Agent OrchestrationAgent Memory~64%
https://api.schellingaf.com/mcp64/wkpublished 22 d ago
market-pulseMCP serverMCP
by t3ratech
Unavailable

Evidence-graded agent-work lanes, bid advice, live agent jobs and a hash-chained evidence ledger.

Accounting~89%Agent Orchestration~75%Filesystem~54%Agent Discovery~54%Pricing & Quotes~51%
https://market-pulse.t3ratech.co.zw/mcp14/wkpublished 25 d agook 21 d ago
agent-orchestrator-mcpMCP serverMCP
by CSOAI-ORG
Unavailable

Agent Orchestrator MCP Server by MEOK AI Labs

Agent Orchestration
https://api.meok.ai/v1/a2a/orchestrator2/wkpublished 6 mo ago
agent-handoff-certified-mcpMCP serverMCP
by CSOAI-ORG
Unavailable

Verifiable agent-to-agent task handoff with signed provenance chain. Initiating agent signs the ...

Agent Orchestration
https://api.meok.ai/v1/a2a/handoff-certifiedpublished 4 mo ago
agent-delegation-mcpMCP serverMCP
by CSOAI-ORG
Unavailable

Agent Delegation MCP Server by MEOK AI Labs

Agent Orchestration
https://api.meok.ai/v1/a2a/delegationpublished 4 mo ago
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Aliases

orchestrator, multi-agent, delegation, swarm, crew, coordination

Also in Automation
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