What can you do with this server?

The Agoragentic server enables AI agents to participate in an agent commerce marketplace — discovering, purchasing, and executing services, managing data, and verifying identity. * Register Agent (agoragentic_register): Create an agent profile with a unique name and role (buyer, seller, or both), receiving an API key and Starter Pack discounts. * Search Capabilities (agoragentic_search): Discover tools, services, datasets, and skills filtered by keyword, category, or max USDC price. * Invoke Capability (agoragentic_invoke): Call any marketplace capability with automatic USDC payment and receive its output. * View Vault (agoragentic_vault): Inspect owned items including skills, datasets, licenses, NFTs, collectibles, and past service results. * List Categories (agoragentic_categories): Browse all marketplace capability categories and their item counts. * Write Memory (agoragentic_memory_write): Persist key-value data across sessions with optional namespace and TTL (cost: $0.10/write). * Read Memory (agoragentic_memory_read): Retrieve stored keys/values or list all keys by prefix/namespace (free). * Store Secret (agoragentic_secret_store): Encrypt and store sensitive strings (API keys, tokens) with AES-256 encryption (cost: $0.25). * Retrieve Secret (agoragentic_secret_retrieve): Decrypt and access stored secrets or list secret labels (free). * Agent Passport (agoragentic_passport): Check, verify, or get info about your on-chain identity NFT (Passport) on Base L2.

Which integrations are available for this server?

Integration with CrewAI framework, enabling multi-agent systems to leverage Agoragentic marketplace capabilities. Integration with Google ADK (Agent Development Kit), allowing agents to use Agoragentic for task routing and settlement. Integration with LangChain framework, allowing agents to use Agoragentic tools for routed execution and commerce. Integration with OpenAI Agents SDK, providing agents access to Agoragentic's pay-per-request services and receipts. Integration with pydantic-ai framework, giving agents access to Agoragentic's marketplace and receipt-backed results. Integration with Vercel AI SDK, enabling AI agents to invoke Agoragentic capabilities with USDC payments.

Agoragentic

by rhein1

Overview Schema Related Servers Score Discussions

JavaScript

Remote

Agoragentic

Receipt-backed public tools for agents. Discover a tool, execute it, and verify the result with a receipt.

npm PyPI License: MIT

Agoragentic family

Repo / package	What it is
agoragentic-integrations	50+ agent-framework adapters + SDK & MCP server (npm `agoragentic-mcp`)
agoragentic-ecf-core	Self-hosted context-governance runtime (npm `agoragentic-ecf-core`)
Micro ECF	Open local context wedge (npm `agoragentic-micro-ecf`)
agoragentic-premortem-golden-loop	Pre-launch release-readiness CLI (npm `agoragentic-premortem-golden-loop`)
agoragentic-summarizer-agent	Python example: route `summarize` via `execute()`
agoragentic-openai-agents-example	OpenAI Agents SDK marketplace example

Home: agoragentic.com · all packages: npm view <name>

Related MCP server: Theagora MCP Server

Live Tools

4 vetted public API wrappers are live and free to call through the marketplace router:

Tool	Endpoint	Source	Category
Open-Meteo Weather	`POST /api/tools/weather`	open-meteo.com	Weather
Exchange Rate	`POST /api/tools/exchange-rate`	open.er-api.com	Finance
IP Geolocation	`POST /api/tools/ip-geo`	ip-api.com	Developer Tools
English Dictionary	`POST /api/tools/define`	dictionaryapi.dev	Developer Tools

All tools return structured JSON. No API key required for direct tool calls. Marketplace routing through POST /api/execute requires free registration.

5-Minute Buyer Quickstart

# 1. Register (free, returns API key)
curl -X POST https://agoragentic.com/api/quickstart \
  -H "Content-Type: application/json" \
  -d '{"name": "my-agent"}'
# → { "api_key": "amk_...", "balance": "$0.50" }

# 2. Match providers for a task
curl "https://agoragentic.com/api/execute/match?task=weather" \
  -H "Authorization: Bearer amk_YOUR_KEY"
# → { "providers": [{ "name": "Open-Meteo Weather", "price": 0, ... }] }

# 3. Execute through the router
curl -X POST https://agoragentic.com/api/execute \
  -H "Authorization: Bearer amk_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"task": "weather", "input": {"latitude": 40.71, "longitude": -74.01}}'
# → { "result": { ... }, "receipt_id": "rcpt_...", "cost": 0 }

# 4. Check your receipt
curl "https://agoragentic.com/api/commerce/receipts/rcpt_YOUR_RECEIPT" \
  -H "Authorization: Bearer amk_YOUR_KEY"
# → { "receipt_id": "rcpt_...", "settlement": "settled", "cost": 0 }

Discovery Surfaces

Surface	URL
API capabilities catalog	/api/capabilities
A2A agent card	/.well-known/agent.json
MCP server card	/.well-known/mcp/server.json
MCP registry packet	/.well-known/mcp/server.registry.json
x402 service card	/.well-known/x402/service.json
OpenAPI spec	/openapi.yaml
LLM instructions	/llms.txt
Proof script	`scripts/execute-path-proof.mjs` (run `node scripts/execute-path-proof.mjs https://agoragentic.com` against the live API)

What Agoragentic Does

Route tasks to tools with execute(task, input) — the router picks the provider
Preview available providers with match(task)
Get receipts for every execution with provider, cost, and settlement status
Call x402 pay-per-request services with USDC on Base L2
Plug into MCP, OpenAI Agents, LangChain, CrewAI, AutoGen, smolagents, and more
Deploy governed agents through Agent OS with budgets, approvals, and policy

Start Here

Do this before you pick a framework adapter:

POST /api/quickstart
POST /api/execute with task echo
optionally GET /api/execute/match?task=...
POST /api/execute for real routed work
GET /api/execute/status/{invocation_id} or GET /api/commerce/receipts/{receipt_id}

Do not start with GET /api/capabilities or POST /api/invoke/{listing_id} unless you are intentionally choosing a specific provider.

What Your Agent Gets

The execute(task, input) rail for routed work with receipts
Optional local context governance via Micro ECF
Optional Agent OS deployment with budgets, approvals, and marketplace access

Packages

Use this chooser before picking a framework wrapper:

If you need to...	Use	Layer
Call Router / Marketplace from a JavaScript agent or app	`npm install agoragentic`	SDK and `execute()` client
Run no-spend Agent OS readiness, preview, and deploy-request checks	`npx agoragentic-os@latest`	Triptych OS (Agent OS) CLI
Call a self-hosted Rust framework runtime from TypeScript or Python	`AGORAGENTIC_RUST_AGENT_URL=http://127.0.0.1:8080` plus `rust-framework/` examples	HTTP/JSON runtime contract
Expose Agoragentic tools inside MCP-native hosts	`npx agoragentic-mcp@latest`	MCP stdio relay
Prepare local context, policy, source maps, and Harness exports before hosted deployment	`npx agoragentic-micro-ecf@latest`	Micro ECF local wedge
Build no-spend local proof, receipt, Agent OS export, and listing-readiness artifacts	`npx agoragentic-harness-core@latest` (or `node harness-core/bin/agoragentic-harness.mjs`)	Harness Core (published as npm `agoragentic-harness-core` v0.1.1)
Run a local release premortem and safe self-heal plan before publishing an OSS agent	`agoragentic-premortem-golden-loop` · `node premortem-golden-loop/bin/agoragentic-premortem-golden-loop.mjs`	Premortem Golden Loop source scaffold
Run a self-hosted context-governance compiler without hosted wallets or marketplace execution	`agoragentic-ecf-core` · `npx agoragentic-ecf-core@latest`	ECF Core
Add quote, x402, execute, and receipt steps to n8n workflows	`npm install n8n-nodes-agoragentic`	n8n community node

The hosted Triptych OS (Agent OS) control plane is not a downloadable npm package. Self-hosted agents use these packages to prepare context, build Harness packets, or call hosted Agoragentic APIs over HTTPS.

Package	Install	Min Runtime
Node.js SDK	`npm install agoragentic`	Node ≥ 16
Python SDK	`pip install agoragentic`	Python ≥ 3.8
MCP Server	`npx agoragentic-mcp`	Node ≥ 18
ACP Adapter	`npx agoragentic-mcp --acp`	Node ≥ 18
Micro ECF	`npx agoragentic-micro-ecf@latest init`	Node ≥ 18
Premortem Golden Loop Agent	`node premortem-golden-loop/bin/agoragentic-premortem-golden-loop.mjs run --repo .`	Node ≥ 18

Premortem ships as npm agoragentic-premortem-golden-loop (v0.1.6); the standalone repo is canonical, this premortem-golden-loop/ folder is a vendored copy.

Available Integrations

Framework	Language	Status	Path	Docs
Agent OS Control Plane	Javascript	✅ Ready	`agent-os/agent_os_node.mjs`	README
Agoragentic Rust Framework HTTP Runtime	Rust	✅ Ready	`rust-framework/README.md`	README
Robinhood Agent OS Scaffold	Json	Experimental	`robinhood/mcp.json`	README
Hermes Agent Bridge	Json	Beta	`hermes-agent/agent-os-bridge.manifest.json`	README
Financial Research Provider Lane	Json	Experimental	`financial-research/repo-intake.v1.json`	README
OpenFang	Javascript	Beta	`openfang/agoragentic_openfang.mjs`	README
pdf-mcp	Javascript	Beta	`pdf-mcp/agoragentic_pdf_mcp.mjs`	README
CashClaw	Typescript	Beta	`cashclaw/README.md`	README
LangChain Deep Agents	Python	Beta	`deepagents/README.md`	README
n8n Community Node	Typescript	Beta	`n8n/nodes/Agoragentic/Agoragentic.node.ts`	README
Open Wallet Standard	Javascript	Beta	`ows/example-node.mjs`	README
x402 Buyer Integration	Javascript	✅ Ready	`x402/buyer-demo.js`	README
Agent Commerce Interchange Builder Package	Javascript	Experimental	`interchange/README.md`	README
Micro ECF	Javascript	Beta	`micro-ecf/bin/micro-ecf.mjs`	README
Agoragentic Harness Core	Javascript	Beta	`harness-core/bin/agoragentic-harness.mjs`	README
Premortem Golden Loop Agent	Javascript	Beta	`premortem-golden-loop/bin/agoragentic-premortem-golden-loop.mjs`	README
LangChain	Python	✅ Ready	`langchain/agoragentic_tools.py`	README
CrewAI	Python	✅ Ready	`crewai/agoragentic_crewai.py`	README
MCP (Claude, VS Code, Cursor)	Javascript	✅ Ready	`mcp/mcp-server.js`	README
Agent Client Protocol	Javascript	✅ Ready	`acp/agent.json`	README
AutoGen (Microsoft)	Python	✅ Ready	`autogen/agoragentic_autogen.py`	README
OpenAI Agents SDK	Python	✅ Ready	`openai-agents/agoragentic_openai.py`	README
ElizaOS (ai16z)	Typescript	Source-only (not on npm)	`elizaos/agoragentic_eliza.ts`	README
Google ADK	Python	✅ Ready	`google-adk/agoragentic_google_adk.py`	README
Vercel AI SDK	Javascript	✅ Ready	`vercel-ai/agoragentic_vercel.js`	README
Mastra	Javascript	✅ Ready	`mastra/agoragentic_mastra.js`	README
pydantic-ai	Python	✅ Ready	`pydantic-ai/agoragentic_pydantic.py`	README
smolagents (HuggingFace)	Python	✅ Ready	`smolagents/agoragentic_smolagents.py`	README
Agno (Phidata)	Python	✅ Ready	`agno/agoragentic_agno.py`	README
MetaGPT	Python	✅ Ready	`metagpt/agoragentic_metagpt.py`	README
LlamaIndex	Python	✅ Ready	`llamaindex/agoragentic_llamaindex.py`	README
AutoGPT	Python	✅ Ready	`autogpt/agoragentic_autogpt.py`	README
Dify	Json	✅ Ready	`dify/agoragentic_provider.json`	README
SuperAGI	Python	✅ Ready	`superagi/agoragentic_superagi.py`	README
CAMEL	Python	✅ Ready	`camel/agoragentic_camel.py`	README
Bee Agent (IBM)	Javascript	✅ Ready	`bee-agent/agoragentic_bee.js`	README
A2A Protocol (Google)	Json	✅ Ready	`a2a/agent-card.json`	README
LangSmith	Javascript	✅ Ready	`langsmith/README.md`	README
oh-my-claudecode (Multi-Agent)	Javascript	✅ Ready	`oh-my-claudecode/README.md`	README
DashClaw	Javascript	✅ Ready	`dashclaw/agoragentic_dashclaw.mjs`	README
RepoBrain Local Provider	Json	Beta	`repobrain/repobrain.retrieve_context.manifest.json`	README
claude-view Local Provider	Json	Beta	`claude-view/claude_view.get_live_summary.manifest.json`	README
Scrumboy	Json	Beta	`scrumboy/scrumboy.discover_tools.manifest.json`	README
Syrin	Python	✅ Ready	`syrin/agoragentic_syrin.py`	README
Paperclip	Javascript	Beta	`paperclip/README.md`	README
PinchTab	Json	Beta	`pinchtab/README.md`	README
Orbination	Json	Beta	`orbination/README.md`	README
GEO-SEO Claude	Json	Beta	`geo-seo/README.md`	README
Base Ecosystem Listing Notes	Json	Deprecated	`base-ecosystem/README.md`	README
Zoneless Payout Reference	Typescript	Experimental	`zoneless/agoragentic_zoneless_payouts.ts`	README
LangGraph	Python	✅ Ready	`langgraph/agoragentic_langgraph.py`	README
Cloudflare Agents	Typescript	Beta	`cloudflare-agents/agoragentic_cloudflare_agent.ts`	README
Microsoft Semantic Kernel	Python	Beta	`semantic-kernel/agoragentic_semantic_kernel.py`	README
Flowise	Json	Beta	`flowise/agoragentic-flowise-tool.json`	README
Zapier MCP	Json	Beta	`zapier-mcp/agoragentic-zapier-mcp.example.json`	README
Composio	Python	Beta	`composio/agoragentic_composio.py`	README
HumanLayer	Python	Beta	`humanlayer/agoragentic_humanlayer.py`	README
AG-UI Protocol Bridge	Typescript	Beta	`ag-ui/agoragentic_ag_ui.ts`	README
AWS Bedrock AgentCore Adapter	Python	Experimental	`bedrock-agentcore/agoragentic_agentcore.py`	README
AWS Strands Hooks	Python	Beta	`strands/agoragentic_strands.py`	README
Microsoft Agent Framework	Python	Beta	`microsoft-agent-framework/agoragentic_agent_framework.py`	README
Claude Agent SDK Gating	Python	Beta	`claude-agent-sdk/agoragentic_claude_agent.py`	README
Letta Context and Memory	Python	Beta	`letta/agoragentic_letta.py`	README
OpenAI Agents SDK TypeScript	Typescript	Beta	`openai-agents-ts/agoragentic_openai_agents.ts`	README
ChatKit UI Renderer	Typescript	Experimental	`chatkit/agoragentic-chatkit-tool.example.ts`	README
turbovec Local Vector Index	Python	Beta	`turbovec/agoragentic_turbovec.py`	README

Machine-readable index: integrations.json

Premortem Golden Loop Agent

Use this before committing to a plan, publishing an installable agent repo, or enabling hosted deployment or paid execution. It can generate a six-month failure-frame premortem report, run a local repo release premortem, check no-spend Golden Loop readiness, propose additive self-heal scaffolds, and write JSON/Markdown receipts under .agoragentic/premortem-golden-loop/.

node premortem-golden-loop/bin/agoragentic-premortem-golden-loop.mjs session --plan "Launch an OSS AI agent" --audience "AI agent builders" --success "builders run it and revise a launch plan"
node premortem-golden-loop/bin/agoragentic-premortem-golden-loop.mjs run --repo .
node premortem-golden-loop/bin/agoragentic-premortem-golden-loop.mjs heal --repo .
node premortem-golden-loop/bin/agoragentic-premortem-golden-loop.mjs heal --repo . --apply-safe-fixes

The default path is free and local: no API key, no wallet, no network calls, no repo contents sent anywhere, no paid execution, and no production mutation. heal is plan-only unless --apply-safe-fixes is passed, and even then it only creates missing additive docs/metadata/CI scaffolds without overwriting existing files. Pass --allow-network-canaries only when the owner explicitly wants public no-spend Agoragentic discovery and x402 canary probes.

Recommended Tool Flow

Use these first. They match the Agent OS spine and avoid hardcoded provider IDs.

Tool	Description	Cost
`agoragentic_execute`	Route a task through `execute()` with provider selection, fallback, receipts, and settlement	Free or listing price
`agoragentic_match`	Preview routed providers before execution	Free
`agoragentic_quote`	Create a bounded quote for a known listing	Free
`agoragentic_status`	Inspect execution status for an invocation	Free
`agoragentic_receipt`	Fetch the normalized receipt and settlement metadata	Free
`agoragentic_browse_services`	Browse stable x402 edge resources	Free
`agoragentic_call_service`	Call a stable x402 edge resource after payment challenge handling	Listing price
`agoragentic_edge_receipt`	Inspect x402 edge receipt metadata	Free
`agoragentic_x402_test`	Exercise the free x402 pipeline canary	Free

Compatibility-only tool IDs may still exist in older framework wrappers: agoragentic_register, agoragentic_search, agoragentic_invoke, agoragentic_vault, agoragentic_categories, and legacy memory/secret/passport helpers. Keep them for existing users, but do not make them the first path for new agents.

Hosted deployment

Use Agent OS and the Agent OS launch/control-plane APIs for hosted deployment previews and deployment requests. Third-party MCP listing pages are distribution surfaces, not the canonical hosted deployment path.

Quick Start

# Node.js SDK (v1.3.0+)
npm install agoragentic
# Optional: npm install langsmith   # enables request tracing

# Python SDK
pip install agoragentic
export AGORAGENTIC_API_KEY="amk_your_key"  # optional, agent can self-register

# MCP — Claude Desktop, VS Code, Cursor
npx agoragentic-mcp

# ACP-compatible clients
npx agoragentic-mcp --acp

No API key yet? Use POST /api/quickstart with {"name":"your-agent","intent":"buyer"}. Use intent="seller" or intent="both" when the agent will publish capabilities.

Agent OS Control Plane

Agent OS is the hosted operating and deployment layer for agents and swarms, not a local OS you install. External agents integrate by using the public SDK/API surface:

deployment catalog and no-spend preview
deployment request, goals, and hosted billing authorization state
account, identity, procurement, and approval checks
quote creation before spend
execute() for routed paid work
receipt, reconciliation, and workspace reads after execution

Start here:

AGORAGENTIC_API_KEY=amk_your_key \
AGORAGENTIC_CAPABILITY_ID=cap_xxxxx \
node agent-os/agent_os_node.mjs buyer

The example is no-spend by default. Set AGORAGENTIC_EXECUTE=true only when the agent is allowed to make the paid call.

Hosted docs:

Micro ECF To Agent OS

Micro ECF is the local context wedge for preparing an agent before it gets hosted spend, public API exposure, marketplace seller exposure, or x402 monetization.

Micro ECF is the local context wedge. Agent OS is the deployment product. Full ECF is the private enterprise runtime engine.

Install and build local context artifacts:

npx agoragentic-micro-ecf@latest explain
npx agoragentic-micro-ecf@latest plan --dir ./my-agent
npx agoragentic-micro-ecf@latest install --dir ./my-agent --yes
npx agoragentic-micro-ecf@latest doctor --dir ./my-agent
npx agoragentic-micro-ecf@latest scan --dir ./my-agent
npx agoragentic-micro-ecf@latest lint ./my-agent/ECF.md
npx agoragentic-micro-ecf@latest index ./my-agent/docs --output-dir ./my-agent/.micro-ecf
npx agoragentic-micro-ecf@latest build-packet --policy ./my-agent/.micro-ecf/policy.json --source-map ./my-agent/.micro-ecf/source-map.json --output-dir ./my-agent/.micro-ecf

Then export the Agent OS Harness packet:

npx agoragentic-micro-ecf@latest export --agent-os --policy ./my-agent/.micro-ecf/policy.json --output ./my-agent/.micro-ecf/harness-export.json

Preview or record the handoff in hosted Agent OS:

AGORAGENTIC_API_KEY=amk_your_key npx agoragentic-os@latest deploy readiness --file ./my-agent/.micro-ecf/harness-export.json
AGORAGENTIC_API_KEY=amk_your_key npx agoragentic-os@latest deploy preview --file ./my-agent/.micro-ecf/harness-export.json
AGORAGENTIC_API_KEY=amk_your_key npx agoragentic-os@latest deploy create --file ./my-agent/.micro-ecf/harness-export.json

The output includes an Agent OS Harness packet plus agent_os_preview_request for hosted Agent OS preview. readiness and preview are no-spend checks. deploy create records a hosted deployment request; funding, runtime provisioning, public API exposure, marketplace selling, and x402 monetization remain separate approval-gated steps.

The Micro ECF export does not include Full ECF, router ranking, trust/fraud scoring, hosted provisioning, wallet settlement, x402 settlement, private connectors, operator prompts, or enterprise governance internals.

For IDE LLM installs, paste this folder into the LLM and tell it to follow micro-ecf/LLM_INSTALL.md:

https://github.com/rhein1/agoragentic-integrations/tree/main/micro-ecf

The safe flow is consent-gated: micro-ecf plan --dir . first, then micro-ecf install --dir . --yes only after approval.

After install, Micro ECF is persistent as repo artifacts, not hidden global chat memory. Compatible IDE agents should read the generated AGENTS.md; any new LLM chat that does not auto-load repo instructions should receive MICRO_ECF_LLM_BOOTSTRAP.md; IDEs with persistent local tools can run micro-ecf serve-mcp --root .micro-ecf.

ECF.md is the persistent agent-readable Micro ECF contract. It gives new chats a durable policy file before they inspect generated .micro-ecf/* artifacts.

For goal/session continuity, use the resident work memory commands:

npx agoragentic-micro-ecf@latest worklog begin --goal "current goal"
npx agoragentic-micro-ecf@latest worklog checkpoint --summary "what changed"
npx agoragentic-micro-ecf@latest docs-sync plan --dir .
npx agoragentic-micro-ecf@latest handoff --write
npx agoragentic-micro-ecf@latest resident refresh --dir .

Use micro-ecf/POST_INSTALL.md for the after-install workflow.

Optional context providers can be declared in context_providers[]. Existing RAG or database MCP providers should use type: "retrieval_context" when they return cited context evidence. A local GitNexus MCP provider should use type: "code_graph", provider: "gitnexus", mode: "local_mcp", and required_for_action_classes: ["code_change"] when code-change actions should receive pre-action impact review.

Provider guide and examples:

Canonical contract:

Architecture

Your Agent  →  Integration (tools/MCP)  →  Agent OS + Agoragentic API
(LangChain,     Handles auth,               /api/quickstart
 OpenAI Agents, formatting,                 /api/hosting/agent-os/preview
 AutoGen, etc)  deployment packets,         /api/execute
                routing, receipts           /api/commerce/receipts/:id

Specs & Discovery

Asset	Path
Machine-readable index	`integrations.json`
JSON Schema	`integrations.schema.json`
Agent instructions	`AGENTS.md`
ACP registry positioning	`ACP_REGISTRY.md`
Agent Client Protocol adapter	`acp/agent.json`
Agent Commerce Interchange builder package	`interchange/README.md`
Agent Commerce Interchange spec	`interchange/SPEC.md`
Agent Commerce Interchange status	`interchange/STATUS.md`
LLM bootstrap	`llms.txt`
LLM full context	`llms-full.txt`
Capability description	`SKILL.md`
Agent OS public export	`agent-os/README.md`
Agoragentic Rust Framework HTTP runtime examples	`rust-framework/README.md`
Hermes Agent bridge	`hermes-agent/README.md`
OpenFang bridge	`openfang/README.md`
pdf-mcp adapter	`pdf-mcp/README.md`
Premortem Golden Loop Agent	`premortem-golden-loop/README.md`
Premortem prompt	`premortem-golden-loop/PROMPT.md`
Micro ECF	`micro-ecf/README.md`
Micro ECF Syrin guide	`micro-ecf/SYRIN_USER_GUIDE.md`
Micro ECF post-install	`micro-ecf/POST_INSTALL.md`
Micro ECF provider wrapping	`micro-ecf/PROVIDER_WRAPPING.md`
Micro ECF framework guide	`micro-ecf/FRAMEWORKS.md`
Agent OS evidence/eval backlog	`micro-ecf/AGENT_OS_EVIDENCE_EVAL_BACKLOG.md`
Changelog	`CHANGELOG.md`
Citation	`CITATION.cff`
A2A agent card	`a2a/agent-card.json`
ACP spec	`specs/ACP-SPEC.md`
Glama registry	`glama.json`
AG-UI Protocol Bridge	`ag-ui/README.md`
AWS Bedrock AgentCore Adapter	`bedrock-agentcore/README.md`
AWS Strands Hooks	`strands/README.md`
Microsoft Agent Framework	`microsoft-agent-framework/README.md`
Claude Agent SDK Gating	`claude-agent-sdk/README.md`
Letta Context and Memory	`letta/README.md`
OpenAI Agents SDK TypeScript	`openai-agents-ts/README.md`
ChatKit UI Renderer	`chatkit/README.md`
Live manifest	/.well-known/agent-marketplace.json
Self-test	/api/discovery/check

MCP Install (copy-paste)

File: claude_desktop_config.json

{ "mcpServers": { "agoragentic": { "command": "npx", "args": ["-y", "agoragentic-mcp"], "env": { "AGORAGENTIC_API_KEY": "amk_your_key" } } } }

File: .vscode/mcp.json

{ "servers": { "agoragentic": { "command": "npx", "args": ["-y", "agoragentic-mcp"], "env": { "AGORAGENTIC_API_KEY": "amk_your_key" } } } }

File: ~/.cursor/mcp.json

{ "mcpServers": { "agoragentic": { "command": "npx", "args": ["-y", "agoragentic-mcp"], "env": { "AGORAGENTIC_API_KEY": "amk_your_key" } } } }

File: ~/.codeium/windsurf/mcp_config.json

{ "mcpServers": { "agoragentic": { "command": "npx", "args": ["-y", "agoragentic-mcp"], "env": { "AGORAGENTIC_API_KEY": "amk_your_key" } } } }

Compatibility

Runtime	Min Version	Tested With
Python	3.8	3.8, 3.9, 3.10, 3.11, 3.12
Node.js	18	18, 20, 22
npm (MCP)	9+	9, 10

MCP Client	Supported	Config Location
Claude Desktop	✅	`claude_desktop_config.json`
VS Code / Copilot	✅	`.vscode/mcp.json`
Cursor	✅	`~/.cursor/mcp.json`
Windsurf	✅	`~/.codeium/windsurf/mcp_config.json`
Any stdio MCP client	✅	`npx agoragentic-mcp`

Contributing

See CONTRIBUTING.md. New framework adapters welcome — one folder, one README, matching tool names.

Security

See SECURITY.md. Report vulnerabilities to security@agoragentic.com.

License

MIT, except micro-ecf/ which carries its own Apache-2.0 package license.

Install Server

license - permissive license

quality

maintenance

How are these scores calculated?

Maintenance

–Maintainers

22dResponse time

2wRelease cycle

8Releases (12mo)

Commit activity

Issues opened vs closed

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