agent-communication-protocol
ACP: Agent Communication Protocol — open standard for Multi-Agent Systems (A2A messaging, task delegation, capability discovery)
ACP — Agent Communication Protocol
The missing link between AI Agents.
Send a URL. Get a link. Two agents talk. That's it.
English · 简体中文
MCP standardized Agent↔Tool. ACP standardizes Agent↔Agent.
P2P · Zero server required · curl-compatible · works with any LLM framework
$ # Agent A — get your link
$ python3 acp_relay.py --name AgentA
✅ Ready. Your link: acp://1.2.3.4:7801/tok_xxxxx
Send this link to any other Agent to connect.
$ # Agent B — connect with one API call
$ curl -X POST http://localhost:7901/peers/connect \
-d '{"link":"acp://1.2.3.4:7801/tok_xxxxx"}'
{"ok":true,"peer_id":"peer_001"}
$ # Agent B — send a message
$ curl -X POST http://localhost:7901/message:send \
-d '{"role":"agent","parts":[{"type":"text","content":"Hello AgentA!"}]}'
{"ok":true,"message_id":"msg_abc123","peer_id":"peer_001"}
$ # Agent A — receive in real-time (SSE stream)
$ curl http://localhost:7901/stream
event: acp.message
data: {"from":"AgentB","parts":[{"type":"text","content":"Hello AgentA!"}]}
Quick Start
Option A — AI Agent native (2 steps, zero config)
# Step 1: Send this URL to Agent A (any LLM-based agent)
https://raw.githubusercontent.com/Kickflip73/agent-communication-protocol/main/SKILL.md
# Agent A auto-installs, starts, and replies:
# ✅ Ready. Your link: acp://1.2.3.4:7801/tok_xxxxx
# Step 2: Send that acp:// link to Agent B
# Both agents are now directly connected. Done.
Option B — Manual / script
# Install
pip install websockets
# Start Agent A
python3 relay/acp_relay.py --name AgentA
# → ✅ Ready. Your link: acp://YOUR_IP:7801/tok_xxxxx
# In another terminal — Agent B connects
python3 relay/acp_relay.py --name AgentB \
--join acp://YOUR_IP:7801/tok_xxxxx
# → ✅ Connected to AgentA
Option C — Docker
docker run -p 7801:7801 -p 7901:7901 \
ghcr.io/kickflip73/agent-communication-protocol/acp-relay \
--name MyAgent
Behind NAT / Firewall / Sandbox?
ACP v1.4 includes a three-level automatic connection strategy — zero config required:
Level 1 — Direct connect (public IP or same LAN)
↓ fails within 3s
Level 2 — UDP hole punch (both behind NAT — NEW in v1.4)
DCUtR-style: STUN address discovery → relay signaling → simultaneous probes
Works with ~70% of real-world NAT types (full-cone, port-restricted)
↓ fails
Level 3 — Relay fallback (symmetric NAT / CGNAT — ~30% of cases)
Cloudflare Worker relay, stateless, no message storage
SSE events reflect the current connection level in real-time: dcutr_started → dcutr_connected / relay_fallback.GET /status returns connection_type: p2p_direct | dcutr_direct | relay.
To force relay mode (e.g., for backward compatibility), add --relay on startup to get an acp+wss:// link.
→ See NAT Traversal Guide
Routing Topology Declaration (transport_modes, v2.4)
Agents declare which routing topologies they support via the transport_modes top-level AgentCard field:
| Value | Meaning |
|---|---|
"p2p" |
Agent supports direct peer-to-peer WebSocket connections |
"relay" |
Agent supports relay-mediated delivery (HTTP relay fallback) |
Default: ["p2p", "relay"] — both topologies supported; absent means the same.
# Sandbox / NAT-only agent (relay only)
python3 relay/acp_relay.py --name SandboxAgent --transport-modes relay
# Edge agent with public IP (P2P only, no relay dependency)
python3 relay/acp_relay.py --name EdgeAgent --transport-modes p2p
AgentCard snippet:
{
"transport_modes": ["p2p", "relay"],
"capabilities": {
"supported_transports": ["http", "ws"]
}
}
Distinction:
transport_modesdeclares routing topology (which path data takes).capabilities.supported_transportsdeclares protocol bindings (how bytes are framed).
They are orthogonal — see spec §5.4.
Architecture
Handshake (humans only do steps 1 and 2)
Human
│
├─[① Skill URL]──────────────► Agent A
│ │ pip install websockets
│ │ python3 acp_relay.py --name A
│ │ → listens on :7801/:7901
│◄────────────[② acp://IP:7801/tok_xxx]─┘
│
├─[③ acp://IP:7801/tok_xxx]──► Agent B
│ │ POST /connect {"link":"acp://..."}
│ │
│ ┌────────── WebSocket Handshake ──────────┐
│ │ B → A : connect(tok_xxx) │
│ │ A → B : AgentCard exchange │
│ │ A, B : connected ✅ │
│ └──────────────────────────────────────────┘
│
done ↕ P2P messages flow directly
P2P Direct Mode (default)
Machine A Machine B
┌─────────────────────────────┐ ┌─────────────────────────────┐
│ ┌─────────────────────┐ │ │ ┌─────────────────────┐ │
│ │ Host App A │ │ │ │ Host App B │ │
│ │ (LLM / Script) │ │ │ │ (LLM / Script) │ │
│ └──────────┬──────────┘ │ │ └──────────┬──────────┘ │
│ │ HTTP │ │ │ HTTP │
│ ┌──────────▼──────────┐ │ │ ┌──────────▼──────────┐ │
│ │ acp_relay.py │ │ │ │ acp_relay.py │ │
│ │ :7901 HTTP API │◄───┼────┼────┤ POST /message:send │ │
│ │ :7901/stream (SSE) │────┼────┼───►│ GET /stream (SSE) │ │
│ │ :7801 WebSocket │◄═══╪════╪═══►│ :7801 WebSocket │ │
│ └─────────────────────┘ │ │ └─────────────────────┘ │
└─────────────────────────────┘ └─────────────────────────────┘
Internet / LAN (no relay server)
| Channel | Port | Direction | Purpose |
|---|---|---|---|
| WebSocket | :7801 |
Agent ↔ Agent | P2P data channel, direct peer-to-peer |
| HTTP API | :7901 |
Host App → Agent | Send messages, manage tasks, query status |
| SSE | :7901/stream |
Agent → Host App | Real-time push of incoming messages |
Host app integration (3 lines):
# Send a message to the remote agent
requests.post("http://localhost:7901/message:send",
json={"role":"agent","parts":[{"type":"text","content":"Hello"}]})
# Listen for incoming messages in real-time (SSE long-poll)
for event in sseclient.SSEClient("http://localhost:7901/stream"):
print(event.data) # {"type":"message","from":"AgentB",...}
Full Connection Strategy (v1.4 — automatic, zero user config)
┌────────────────────────────────────────────────────────────────┐
│ Three-Level Connection Strategy │
│ │
│ Level 1 — Direct Connect (best) │
│ ┌──────────┐ ┌──────────┐ │
│ │ Agent A │◄═══════ WS direct ══════►│ Agent B │ │
│ └──────────┘ (public IP / LAN) └──────────┘ │
│ │
│ Level 2 — UDP Hole Punch (v1.4, both behind NAT) │
│ ┌──────────┐ ┌─────────────┐ ┌──────────┐ │
│ │ Agent A │──►│ Signaling │◄───────│ Agent B │ │
│ │ (NAT) │ │ (addr exch) │ │ (NAT) │ │
│ └──────────┘ └─────────────┘ └──────────┘ │
│ │ exits after │ │
│ └──────────── WS direct ──────────────┘ │
│ (true P2P after punch) │
│ │
│ Level 3 — Relay Fallback (~30% symmetric NAT cases) │
│ ┌──────────┐ ┌─────────────┐ ┌──────────┐ │
│ │ Agent A │◄─►│ Relay │◄──────►│ Agent B │ │
│ └──────────┘ │ (stateless) │ └──────────┘ │
│ └─────────────┘ │
│ frames only, no message storage │
└────────────────────────────────────────────────────────────────┘
Signaling server does one-time address exchange only (TTL 30s), forwards zero message frames.
Relay is the last resort, not the main path — only triggered by symmetric NAT / CGNAT.
Why ACP
| A2A (Google) | ACP | |
|---|---|---|
| Setup | OAuth 2.0 + agent registry + push endpoint | One URL |
| Server required | Yes (HTTPS endpoint you must host) | No |
| Framework lock-in | Yes | Any agent, any language |
| NAT / firewall | You figure it out | Auto: direct → hole-punch → relay |
| Message latency | Depends on your infra | 0.6ms avg (P99 2.8ms) |
| Min dependencies | Heavy SDK | pip install websockets |
| Identity | OAuth tokens | Ed25519 + did:acp: DID + CA hybrid (v1.5) |
| Availability signaling | ❌ (open issue #1667) | ✅ availability field (v1.2) |
| Agent identity proof | ❌ (open issue #1672, 62 comments, 3 competing 3rd-party implementations in thread, nothing merged) | ✅ did:acp: + Ed25519 AgentCard self-sig (v1.8) + mutual auto-verify at handshake (v1.9): GET /peer/verify gives result immediately |
| Mutual identity at handshake | ❌ No protocol-level concept | ✅ Auto-verified on connect — both sides confirmed in one round-trip (v1.9) |
| Agent unique identifier | 🔄 PR#1079: random UUID (unverifiable ownership) | ✅ did:acp:<base58url(pubkey)> — cryptographic fingerprint, ownership provable |
| LAN agent discovery | ❌ No spec-level discovery mechanism | ✅ GET /peers/discover — TCP port-scan + AgentCard fingerprint, no mDNS opt-in required (v2.1-alpha) |
| Offline message delivery | ❌ No offline buffering — messages dropped silently if peer is offline | ✅ Auto-queue on disconnect, auto-flush on reconnect — GET /offline-queue (v2.0-alpha) |
| Cancel task semantics | ❌ Undefined — CancelTaskRequest missing, async cancel state disputed (#1680, #1684) |
✅ Synchronous + idempotent: 200 on success, 409 ERR_TASK_NOT_CANCELABLE on terminal state (v1.5.2 §10) |
| Error response Content-Type | ❌ Undefined — application/json vs application/problem+json contradicted within spec (#1685) |
✅ Always application/json; charset=utf-8 — one content type for all responses, zero ambiguity |
| Webhook security | ❌ Push notification config API returns credentials in plaintext (#1681, security bug) | ✅ Webhooks store URL only — no credentials, no leakage surface |
| AgentCard limitations field | ❌ Open proposal — issue #1694 (2026-03-27), not yet merged | ✅ limitations: string[] — AgentCard top-level field ships in v2.7; completes 3-part boundary: capabilities + availability + limitations |
| Skills / capability discovery | ❌ No structured skill discovery in spec | ✅ GET /skills — Skills-lite 能力发现(轻量,无 JSON Schema 开销);AgentCard skills[] 结构化对象数组(v2.10.0);每个 skill 含 input_modes/output_modes/examples 字段(v2.11.0);/skills/query 支持 constraints.input_mode 按输入模式过滤(v2.11.0) |
| Agent capability boundaries | ❌ limitations[] open proposal (issue #1694, not merged) |
✅ limitations[] — 透明能力边界(A2A v1.0 同期推出,ACP 已支持 v2.7) |
| Trust signals / provenance | ❌ trust.signals[] open spec proposal (#1628, still in discussion — no merged schema) |
✅ trust.signals[] — 4-type structured trust evidence in AgentCard (v2.14): self_attested / third_party_vouched / onchain_credentials / behavioral; Ed25519-signed; A2A-compatible schema |
| Multi-turn conversation context | ❌ contextId still proposal-stage — no query API in spec |
✅ GET /context/<id>/messages — query full conversation history by context_id (v2.15); supports since_seq incremental fetch, sort=asc|desc, limit; outbound + inbound messages unified |
| Availability scheduling (CRON) | ❌ #1667 heartbeat agent support still in discussion — no schedule field | ✅ availability.schedule CRON expression + availability.timezone; GET /availability; POST /availability/heartbeat; capabilities.availability_schedule (v2.17) |
| JWKS key discovery | ❌ IS#1628 proposes JWKS-format key discovery — still proposal stage, no merged implementation | ✅ GET /.well-known/jwks.json — RFC 7517 JWK Set; kty=OKP, crv=Ed25519, alg=EdDSA per RFC 8037; discoverable via endpoints.jwks + trust.signals[type=jwks].jwks_uri; capabilities.trust_jwks: true (v2.18) |
A2A #1672 has 62 comments and three competing third-party implementations (AgentID, APS, qntm) racing to fill the gap — still nothing merged into A2A spec. ACP v1.8+v1.9 ships the complete identity story today: agents sign their own card (v1.8), and when two agents connect, each side automatically verifies the other's card at handshake (v1.9).
GET /peer/verify→{verified: true}. No CA. No registration. No extra calls.
A2A #1680 & #1684 — community debate: when cancel can't complete immediately, return
WORKINGor newCANCELINGstate?CancelTaskRequestschema is missing from spec. ACP v1.5.2 resolves all of this with synchronous, idempotent cancel semantics.
A2A #1685 — error response Content-Type undefined in spec (PR #1600 removed
application/problem+jsonwithout replacing it). A2A #1681 — push notification config API exposes credentials in plaintext. ACP avoids both by design: uniformapplication/json+ URL-only webhooks.
Offline delivery (v2.0-alpha) — A2A has no spec-level offline buffering. If you send a message while your peer is restarting, it's gone. ACP automatically queues the message on your local relay (up to 100 per peer), and flushes the queue the moment the peer reconnects. Your application code doesn't need to change — the same
POST /message:sendcall that returns503also queues the message for later delivery.GET /offline-queueshows what's waiting.
AgentCard limitations (v2.7) — A2A #1694 (opened 2026-03-27) proposes adding a
limitationsfield to AgentCard to declare what an agent cannot do. ACP v2.7 ships working code the same day. The field completes the three-part capability boundary:capabilities(can-do) +availability(scheduling) +limitations(cannot-do). Old clients ignore the optional field — fully backward-compatible.
LAN discovery (v2.1-alpha) — A2A has no spec-level mechanism for agents to find each other on a local network. ACP
GET /peers/discoverscans your /24 subnet in 1–3 seconds: 64-thread TCP probe on common ACP ports, then/.well-known/acp.jsonfingerprint on every open port. Returns a list of ACP agents with theiracp://links — ready to connect. No mDNS required on the target side. Find any ACP relay on your LAN, even ones you don't control.
Numbers
- 0.6ms avg send latency · 2.8ms P99
- 1,100+ req/s sequential throughput · 1,200+ req/s concurrent (10 threads)
- < 50ms SSE push latency (threading.Event, not polling)
- 232/232 unit + integration tests PASS (error handling · pressure test · NAT traversal · ring pipeline · transport_modes · context query)
- 184+ commits · 3,300+ lines · zero known P0/P1 bugs
API Reference
| Action | Method | Path |
|---|---|---|
| Get your link | GET | /link |
| Connect to a peer | POST | /peers/connect {"link":"acp://..."} |
| Send a message | POST | /message:send {"role":"agent","parts":[...]} |
| Receive in real-time | GET | /stream (SSE) |
| Poll inbox (offline) | GET | /recv |
| Query status | GET | /status |
| List peers | GET | /peers |
| AgentCard | GET | /.well-known/acp.json |
| Update availability | PATCH | /.well-known/acp.json |
| Create task | POST | /tasks |
| Update task | POST | /tasks/{id}:update |
| Cancel task | POST | /tasks/{id}:cancel |
HTTP default port: 7901 · WebSocket port: 7801
AgentCard response example (GET /.well-known/acp.json):
{
"name": "MyAgent",
"acp_version": "2.4.0",
"transport_modes": ["p2p", "relay"],
"capabilities": {
"streaming": true,
"supported_transports": ["http", "ws"]
}
}
transport_modes(v2.4+): declares routing topology —"p2p"(direct) and/or"relay"(relay-mediated). Default:["p2p", "relay"]. Distinct fromcapabilities.supported_transportswhich declares protocol bindings.
Optional Features
| Feature | Flag | Notes |
|---|---|---|
| Public relay (NAT fallback) | --relay |
Returns acp+wss:// link |
| HMAC message signing | --secret <key> |
Shared secret, no extra deps |
| Ed25519 identity | --identity |
Requires pip install cryptography |
| mDNS LAN discovery | --advertise-mdns |
No zeroconf library needed |
| Docker | docker pull ghcr.io/kickflip73/agent-communication-protocol/acp-relay |
Multi-arch, GHCR CI |
Task State Machine
Track cross-agent task progress:
submitted → working → completed ✅
→ failed ❌
→ input_required → working (waiting for more input)
API: POST /tasks to create · POST /tasks/{id}:update to update status.
Heartbeat / Cron Agents
ACP natively supports offline agents (cron-style agents that wake up periodically), no persistent connection required.
How it works
Cron Agent wakes up every 5 minutes:
1. Start acp_relay.py (get an acp:// link)
2. PATCH /.well-known/acp.json to broadcast availability
3. GET /recv to drain queued messages, process in batch
4. POST /message:send to reply
5. Exit (relay shuts down cleanly)
# Python — cron agent template
import subprocess, time, requests
relay = subprocess.Popen(["python3", "relay/acp_relay.py", "--name", "MyCronAgent"])
time.sleep(1) # wait for startup
BASE = "http://localhost:7901"
# Broadcast availability
requests.patch(f"{BASE}/.well-known/acp.json", json={
"availability": {
"mode": "cron",
"last_active_at": "2026-03-24T10:00:00Z",
"next_active_at": "2026-03-24T10:05:00Z",
"task_latency_max_seconds": 300,
}
})
# Drain and process queued messages
msgs = requests.get(f"{BASE}/recv?limit=100").json()["messages"]
for m in msgs:
text = m["parts"][0]["content"]
requests.post(f"{BASE}/message:send",
json={"role":"agent","parts":[{"type":"text","content":f"Processed: {text}"}]})
relay.terminate()
Why it matters: A2A #1667 is still discussing heartbeat agent support as a proposal. ACP
/recvsolves this natively — available today.
Agent Identity (v1.5)
ACP supports two identity models, usable standalone or combined (hybrid):
| Mode | Flag | capabilities.identity |
Notes |
|---|---|---|---|
| None | (default) | "none" |
Backward-compatible with v0.7 |
| Self-sovereign | --identity |
"ed25519" |
Ed25519 signing + did:acp: DID |
| Hybrid | --identity --ca-cert |
"ed25519+ca" |
Self-sovereign + CA-issued certificate |
# Self-sovereign identity (v0.8+)
python3 relay/acp_relay.py --name MyAgent --identity
# Hybrid identity (v1.5) — CA cert file
python3 relay/acp_relay.py --name MyAgent --identity --ca-cert /path/to/agent.crt
# Hybrid identity (v1.5) — inline PEM
python3 relay/acp_relay.py --name MyAgent --identity \
--ca-cert "-----BEGIN CERTIFICATE-----\n...\n-----END CERTIFICATE-----"
AgentCard example (hybrid mode):
{
"identity": {
"scheme": "ed25519+ca",
"public_key": "<base64url-encoded Ed25519 public key>",
"did": "did:acp:<base64url(pubkey)>",
"ca_cert": "-----BEGIN CERTIFICATE-----\n...\n-----END CERTIFICATE-----"
},
"capabilities": {
"identity": "ed25519+ca"
}
}
Verification strategy (verifier's choice):
- Trust only
did:acp:— verify Ed25519 signature, ignoreca_cert - Trust only CA — verify certificate chain, ignore DID
- Require both — highest security
- Accept either — highest interoperability
Why it matters: A2A #1672 (44 comments, still in discussion) is converging on the same hybrid model. ACP v1.5 ships it today.
SDKs
| Language | Path | Notes |
|---|---|---|
| Python | sdk/python/ |
pip install acp-client · RelayClient, AsyncRelayClient; LangChain adapter: pip install "acp-client[langchain]" (v1.8.0+) |
| Node.js | sdk/node/ |
Zero external deps, TypeScript types included |
| Go | sdk/go/ |
Zero external deps, Go 1.21+ |
| Rust | sdk/rust/ |
v1.3, reqwest + serde |
| Java | sdk/java/ |
Zero external deps, JDK 11+, Spring Boot example included |
Changelog
| Version | Status | Highlights |
|---|---|---|
| v0.1–v0.5 | ✅ | P2P core, task state machine, message idempotency |
| v0.6 | ✅ | Multi-peer registry, standard error codes |
| v0.7 | ✅ | HMAC signing, mDNS discovery |
| v0.8–v0.9 | ✅ | Ed25519 identity, Node.js SDK, compat test suite |
| v1.0 | ✅ | Production-stable, security audit, Go SDK |
| v1.1 | ✅ | HMAC replay-window, failed_message_id |
| v1.2 | ✅ | Scheduling metadata (availability), Docker image |
| v1.3 | ✅ | Rust SDK, DID identity (did:acp:), Extension mechanism, GHCR CI |
| v1.4 | ✅ | True P2P NAT traversal: UDP hole-punch (DCUtR-style) + signaling, three-level auto-fallback |
| v1.5 | ✅ | Hybrid identity: --ca-cert adds CA certificate on top of did:acp: self-sovereign identity |
| v1.6 | ✅ | HTTP/2 cleartext (h2c) transport binding (--http2); AgentCard capabilities.http2 |
| v2.0–v2.2 | ✅ | Offline delivery queue; LAN discovery; GET /tasks list + filtering + offset pagination |
| v2.3 | ✅ | Python SDK auto_stream; supported_transports spec-documented; cursor pagination |
| v2.4 | ✅ | transport_modes top-level AgentCard field — routing topology declaration (p2p/relay); --transport-modes CLI flag; spec §5.4 |
| acp-client v1.8.0 | ✅ | Python SDK LangChain adapter — ACPTool (BaseTool), ACPCallbackHandler, create_acp_tool(); lazy import (langchain optional); pip install "acp-client[langchain]" |
| v2.5 | ✅ | Task 事件序列规范 (spec §8) — SSE Envelope 必填字段、7 MUST + 2 SHOULD 合规、Named event 行、10 个集成测试 |
| v2.6 | ✅ | Task cancelling 中间状态 — 两阶段取消协议、AgentCard capabilities.task_cancelling、spec §3.3.1 时序图、A2A #1684/#1680 差异化 |
| v2.7 | ✅ | AgentCard limitations: string[] — 三元能力边界完整声明(capabilities + availability + limitations);--limitations CLI flag;向后兼容;ref A2A #1694 |
| v2.8 | ✅ | GET /skills/query — constraints 过滤(input_mode/output_mode/tag/name);skill examples 字段;SkillCard v2 schema |
| v2.9 | ✅ | DID 身份文档(did:acp: + did:key:);/.well-known/did.json;Ed25519 身份持久化;GET /identity |
| v2.10 | ✅ | structured skills objects (AgentCard skills[] 结构化数组);/skills 端点;skill input_modes/output_modes/examples |
| v2.11 | ✅ | /skills/query constraints 过滤;capabilities.skill_query: true;15 项 skill 测试 |
| v2.12 | ✅ | GET /ws/stream — WebSocket 原生 Push 端点(SSE 替代方案);capabilities.ws_stream: true |
| v2.13 | ✅ | SSE + WebSocket 事件重放(?since=<seq>)— 断线重连零数据丢失;_event_log 环形缓冲区 |
| v2.14 | ✅ | trust.signals[] — AgentCard 结构化信任证据(4种类型:self_attested/third_party_vouched/onchain_credentials/behavioral);Ed25519签名;A2A #1628 兼容 |
| v2.15 | ✅ | GET /context/<id>/messages — 多轮对话上下文查询;outbound消息持久化到 _recv_queue;since_seq/sort/limit 参数;capabilities.context_query: true;领先 A2A contextId 提案 |
| v2.16 | ✅ | delegation_chain 身份委托链 — Ed25519 签名委托记录;POST /identity/delegate;GET /identity/delegation;capabilities.delegation_chain: true;领先 A2A #1696 |
| v2.17 | ✅ | availability.schedule CRON 调度 — 5字段 CRON 表达式;GET /availability;POST /availability/heartbeat;capabilities.availability_schedule: true;领先 A2A #1667 |
| v2.18 | ✅ | JWKS 兼容层 — GET /.well-known/jwks.json RFC 7517;trust.signals[type=jwks];capabilities.trust_jwks: true;ACP 率先实现,对比 A2A IS#1628 仍在提案阶段 |
Repository Structure
agent-communication-protocol/
├── SKILL.md ← Send this URL to any agent to onboard
├── relay/
│ └── acp_relay.py ← Core daemon (single file, stdlib-first)
├── spec/ ← Protocol specification documents
├── sdk/ ← Python / Node.js / Go / Rust / Java SDKs
├── tests/ ← Compatibility + integration test suites
├── docs/ ← Chinese docs, conformance guide, blog drafts
└── acp-research/ ← Competitive intelligence, ROADMAP
Contributing
Contributions welcome! See CONTRIBUTING.md.
- Bug reports & feature requests → GitHub Issues
- Protocol design discussion → GitHub Discussions
License
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