Parley
A transport-agnostic MCP seam for messages, context sharing, and task hand-off between humans, chat bots, and coding agents. Supports multiple backends like SQLite, Redis, Matrix, NATS, and XMPP to bridge Claude chat with Claude Code.
README
Parley
Parley — a transport-agnostic MCP seam for messages, context sharing, and task hand-off between humans, chat bots, and coding agents. One pluggable interface; runs on local SQLite, Redis, Matrix, or NATS. Bridges Claude chat ↔ Claude Code via native channels.
A parley is a conference between parties to reach understanding. Parley (the tool) lets humans, Claude chat, and Claude Code confer on common ground: context explored in one place (say, a Claude chat session) can be handed off and acted on by a Claude Code session — or watched and joined by a human in a normal chat client — over whichever backend you choose.
The bet: the hard, platform-independent half (push delivery, catch-up, routing, dedup) is written once, above a small seam. Each backend is a thin plugin implementing five methods.
Status: v1 — all five backends done and verified. 97 tests green.
- v0.1 local SQLite (stdio, catch-up + polling push + reply), the shared conformance suite, and a headless channel loopback. v0.2 remote / chat mode: a Streamable-HTTP transport + single-tenant OAuth 2.1 + PKCE front door, verified end-to-end as a Claude connector drives it (discovery → DCR → PKCE → owner consent → token → MCP).
- v0.3 Redis (event-driven,
XREAD BLOCK), v0.4 Matrix (Synapse, C-S API), v0.5 NATS (JetStream) and XMPP (Prosody, MAM) — each verified against a live server by the same shared conformance suite.- The seam held: adding every backend after the first touched zero
@sharptrick/parley-corecode (git diffconfirms it). One interface, five transports, one suite.
How it works
Messaging backend (SQLite | Redis | Matrix | XMPP | NATS) topics · handles · history
│ backend-native protocol
Backend plugin ── implements the SEAM: connect · disconnect · subscribe · post · fetchRecent · resolveIdentity
│ normalized Message (topic, sender, content, backendMsgId, cursor, mentions)
@sharptrick/parley-core ── reactive tools (post + fetchRecent) · proactive push (<channel> events)
│ dedup + ordering via cursor · reply fan-out · topic allowlist
┌────┴─────────────────────────┐
Claude Code Claude chat / human in a chat client
post + fetchRecent + subscribe post + fetchRecent
- Two delivery paths by design. Live push uses Claude Code's native
claude/channelcapability — it reaches already-running sessions only and keeps no history. Catch-up uses standard MCP tools backed by the backend's own persistence — the durable path. The backend is the source of truth. - Ordering & dedup never use timestamps. Every backend exposes a monotonic per-topic
cursorand a stablebackendMsgId; core dedups on the id and trusts the plugin's cursor order. A dropped push is harmless — the cursor reconciles it viafetchRecent. - The seam is the product. Adding a backend touches only the new plugin — never
@sharptrick/parley-core. A shared conformance suite runs against every backend.
The seam
interface BackendPlugin {
connect(config): Promise<void>;
disconnect(): Promise<void>;
subscribe(topic, handler): Promise<void>; // live path (push)
post(topic, identity, content, opts?): Promise<BackendMsgId>; // single durable write path
fetchRecent({ topic, since?, limit? }): Promise<{ messages, nextCursor }>; // catch-up
resolveIdentity(handle): Promise<BackendIdentity>;
}
Quickstart (v0.1, local SQLite + Claude Code)
npm install
npm run build
npm test # full suite incl. conformance + headless channel loopback
Write a config (parley.config.yaml):
backend: local-sqlite
identity: { handle: "agent" }
topics: ["ctx-demo"]
catchup: { on_start: true, limit: 100 }
live_push: { enabled: true, mention_filter: false }
backend_config:
db_path: "./parley-demo.db"
poll_interval_ms: 500
Parley is an MCP stdio server that declares claude/channel, so Claude Code loads it like any
channel. Point a .mcp.json server at the built CLI and launch:
claude --dangerously-load-development-channels --channels server:parley
Dev-flag note. During the channels research preview, loading a self-built channel requires
--dangerously-load-development-channels(official channels are allowlisted; this is the motivated self-hoster's one extra flag, not a blocker). Channels require Claude Code v2.1.80+ and claude.ai or a Console API key (not available on Bedrock/Vertex/Foundry).
The full end-to-end walkthrough — including driving a real fakechat loop — is in
examples/fakechat-loopback/MANUAL-CHECKLIST.md.
Remote / chat mode (v0.2)
Run the same bridge as a public HTTP server with an OAuth front door so a Claude chat / web /
mobile connector can post and fetch_recent against it. Single-tenant: the instance
authenticates exactly one owner; backend credentials stay server-side and Claude only ever holds a
consented, audience-bound token. Discovery (RFC 9728 PRM), dynamic client registration, PKCE, and
token rotation are all handled. Full setup — HTTPS, the public-exposure constraint, and Anthropic
IP-range allowlisting — is in examples/self-host-remote.
import { createOAuthRemoteApp, ownerVerifierFromPassphrase } from '@sharptrick/parley-core';
import { SqlitePlugin } from '@sharptrick/parley-sqlite';
// plugin.connect(...) once, then:
const app = createOAuthRemoteApp(plugin, cfg, {
issuerUrl: new URL('https://parley.example.com'),
verifyOwner: ownerVerifierFromPassphrase(process.env.PARLEY_OWNER_PASSPHRASE!),
});
await app.listen(3000);
Conventions
- Catch up on session start. A Code instance calls
parley_fetch_recentper topic at startup, then on demand. Seedocs/CONVENTIONS.mdfor theCLAUDE.mdsnippet. - Chat handoff. The chat side uses only
parley_post+parley_fetch_recent; conventions live in theskills/chat-handoffskill. One seam, one write path — do not install a separate backend-specific MCP in chat.
Backends
| Backend | Package | Cursor source | Subscribe (live) | Status |
|---|---|---|---|---|
| SQLite | @sharptrick/parley-sqlite |
rowid (AUTOINCREMENT) | poll loop | ✅ v0.1 |
| Redis | @sharptrick/parley-redis |
stream entry id (XADD) |
XREAD BLOCK (event-driven) |
✅ v0.3 |
| Matrix | @sharptrick/parley-matrix |
event_id | filtered /sync long-poll |
✅ v0.4 |
| NATS | @sharptrick/parley-nats |
JetStream seq | consume() ordered consumer |
✅ v0.5 |
| XMPP | @sharptrick/parley-xmpp |
MAM/stanza-id | MUC live + MAM (needs MAM) | ✅ v0.5 |
Every backend passes the same @sharptrick/parley-conformance suite; adding each touched zero core.
Each network backend's README will point to the canonical upstream Docker setup (we don't author
production compose files); a maintainer throwaway compose for tests lives under examples/.
Security
- Topic allowlist. The bridge only touches the explicit
topicslist — no wildcard default. - Inbound is untrusted. Backend messages become agent context, never privileged instructions.
- Secrets (tokens/JIDs/creds) live in
backend_config/.env, never in core, never committed. skip_permissionsdefaults OFF, sandbox-only.- Remote/chat mode (v0.2) will use a single-tenant OAuth 2.1 + PKCE front door; backend creds stay server-side and Claude only ever holds a consented token.
What this fills
A standalone, MCP-native, backend-agnostic seam for human ↔ chat-bot ↔ coding-agent context
hand-off. Point bridges do one transport; local agent buses do one paradigm; big platforms bury
the seam inside. Parley is the small, give-away seam: implement five methods, get a Parley backend
for your transport. (See DESIGN.md §16–17 for prior art and attribution.)
Keywords
mcp · model-context-protocol · mcp-server · claude · claude-code · claude-channels ·
agent-messaging · agent-to-agent · a2a · multi-agent · agent-coordination ·
context-sharing · context-handoff · task-handoff · agent-handoff · message-bus ·
message-queue · pub-sub · transport-agnostic · pluggable-backend · backend-agnostic ·
matrix · nats · redis · xmpp · sqlite · self-hosted · chat-to-code ·
human-in-the-loop · inter-agent-communication · agent-bus
License
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.