About Openrouter Deep Research MCP
Openrouter Deep Research MCP is an MCP server published by wheattoast11 in the AI category: a multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research. Each task builds its own indexed pglite database on the fly in web assembly. Includes semantic + hybrid search, SQL execution, semaphores, pr. It has been installed 0 times through Conduid.
The repository has 41 stars and 11 forks, with the last commit 6 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues (0) before depending on it in production.
Install
npx openrouter-deep-research-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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README
OpenRouter Agents MCP Server
Production MCP server for multi-agent AI research. Plan, parallelize, synthesize.
Install
npx @terminals-tech/openrouter-agents --stdio
Claude Code one-liner:
claude mcp add openrouter-agents -- npx @terminals-tech/openrouter-agents --stdio
What's New (v2.0.0)
- MCP SDK 1.27.1 — registerTool/registerPrompt/registerResource APIs, security fixes
- Zod 4 — Upgraded from Zod 3; z.record() syntax, config schema fixes
- Express 5 — Upgraded from Express 4; modern path patterns, req.query handling
- Streamable HTTP — Primary transport (SSE deprecated as legacy fallback)
- Circuit breaker — Model API fault tolerance with configurable thresholds
- Embedding-based model routing — Local vector similarity for model selection (no LLM call)
- Persistent storage — Reports, jobs, knowledge graph persist across sessions by default
macOS/Node 25 Note: A cosmetic
libc++abi: mutex lock failedmessage may appear on shutdown. This is harmless — data is checkpointed before shutdown. SetDB_AUTO_HEAL=truefor in-memory mode (no persistence, no message).
Full Changelog | Extensions Guide | MCP Compliance Report
Configuration
Set OPENROUTER_API_KEY in your environment, then configure via .env or .mcp.json:
| Variable | Default | Description |
|---|---|---|
OPENROUTER_API_KEY |
required | OpenRouter API key |
OPENROUTER_API_KEYS |
(optional) | Comma-separated OpenRouter keys for rotation |
OPENROUTER_KEY_COOLDOWN_MS |
5000 |
Base cooldown per key after failures |
SERVER_PORT |
3002 |
HTTP server port |
MODE |
ALL |
AGENT, MANUAL, or ALL |
EMBEDDING_ROUTING_ENABLED |
true |
Enable embedding-based model routing |
INDEXER_ENABLED |
true |
Enable knowledge indexing |
{
"mcpServers": {
"openrouter-agents": {
"command": "npx",
"args": ["@terminals-tech/openrouter-agents", "--stdio"],
"env": {
"OPENROUTER_API_KEY": "${OPENROUTER_API_KEY}",
"INDEXER_ENABLED": "true"
}
}
}
}
Multi-Client Setup
Transport Modes
| Transport | Flag | Use Case |
|---|---|---|
| STDIO | (default) | MCP clients (Claude, Jan AI, Continue) |
| HTTP | --http |
Web apps, shared server |
STDIO is the default transport per MCP spec. Use --http explicitly for HTTP mode.
Client-Specific Setup
- Enable MCP Servers in Settings → Advanced → Experimental
- Click + to add server
- Configure:
- Name:
openrouter-agents - Command:
npx - Arguments:
@terminals-tech/openrouter-agents - Environment:
OPENROUTER_API_KEY=sk-or-...
- Name:
Note: STDIO is now default - no --stdio flag needed.
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": {
"openrouter-agents": {
"command": "npx",
"args": ["@terminals-tech/openrouter-agents"],
"env": {
"OPENROUTER_API_KEY": "sk-or-..."
}
}
}
}
Standard MCP config - STDIO is default, no flags needed:
{
"command": "npx",
"args": ["@terminals-tech/openrouter-agents"],
"env": { "OPENROUTER_API_KEY": "..." }
}
Feature Matrix
| Feature | All MCP Clients | Claude Code Only |
|---|---|---|
| Core Research Tools | ✓ | ✓ |
| Knowledge Base | ✓ | ✓ |
| Session/Graph Tools | ✓ | ✓ |
| Rail Protocol Tools | ✓ | ✓ |
| Slash Commands | - | ✓ |
Models (v2.0.0)
High-Cost Tier
| Model | Domains |
|---|---|
anthropic/claude-sonnet-4.5 |
reasoning, technical, general, creative |
anthropic/claude-opus-4.6 |
reasoning, technical, general, creative |
openai/gpt-5.2-chat |
reasoning, technical, general |
openai/gpt-5.3-codex |
coding, technical, reasoning |
google/gemini-3-pro-preview |
reasoning, technical, general |
qwen/qwen3-coder |
coding, editing, technical |
Low-Cost Tier
| Model | Domains |
|---|---|
google/gemini-3-flash-preview |
coding, editing, technical |
anthropic/claude-haiku-4.5 |
general, technical, reasoning |
deepseek/deepseek-chat-v3.1 |
general, reasoning, technical, coding |
deepseek/deepseek-v3.2 |
general, reasoning, technical, coding |
openai/gpt-oss-120b |
general, reasoning, search |
Models are selected via embedding-based routing — query embeddings are matched to model domain profiles without an LLM call.
Tools
| Tool | Description |
|---|---|
research |
Async research (returns job_id) |
conduct_research |
Sync research with streaming |
batch_research |
Parallel batch queries |
research_follow_up |
Context-aware follow-up |
agent |
Unified entrypoint (auto-routes) |
| Tool | Description |
|---|---|
search |
Hybrid BM25+vector search |
retrieve |
Index or SQL query |
query |
SQL SELECT with params |
get_report |
Get report by ID |
history |
List recent reports |
| Tool | Description |
|---|---|
undo / redo |
Session time-travel |
checkpoint |
Named save points |
fork_session |
Create alternate timeline |
graph_traverse |
Explore knowledge graph |
graph_clusters |
Find node clusters |
graph_pagerank |
Importance rankings |
| Tool | Description |
|---|---|
list_rails |
List rails, tunnels, routes, consensus |
explain_rail |
Detailed rail/tunnel config |
list_routes |
All defined routes |
list_tunnels |
Active agent-to-agent tunnels |
list_consensus |
Streaming consensus sessions |
| Tool | Description |
|---|---|
ping |
Health check |
get_server_status |
Full diagnostics |
job_status |
Check async job |
date_time |
Current timestamp |
calc |
Math evaluation |
list_tools |
Available tools |
MCP Compliance
Compliant with MCP Specification 2025-11-25 (stable, AAIF/Linux Foundation governance).
| Feature | SEP | Status |
|---|---|---|
| JSON-RPC 2.0 | Core | Compliant |
| Tools/Resources/Prompts | Core | Compliant |
| Task Protocol | SEP-1686 | Compliant |
| Sampling with Tools | SEP-1577 | Compliant |
| Elicitation | SEP-1036 | Compliant |
| MCP Apps | SEP-1865 | Compliant |
| Enterprise Auth | SEP-990 | Compliant |
| Client Metadata | SEP-991 | Compliant |
Architecture
User Query
│
▼
┌─────────────────┐
│ Planning Agent │ ─── Decomposes into sub-queries
└────────┬────────┘
│
┌────┴────┐
▼ ▼
┌───────┐ ┌───────┐
│Agent 1│ │Agent N│ ─── Parallel research (embedding-routed models)
└───┬───┘ └───┬───┘
│ │
▼ ▼
┌─────────────────┐
│ Synthesizer │ ─── Consensus + citations (Signal protocol)
└────────┬────────┘
│
▼
┌─────────────────┐
│ Knowledge Base │ ─── PGlite + pgvector (persistent)
└─────────────────┘
Core Abstractions
| Module | Purpose |
|---|---|
| Signal Protocol | Inter-agent communication with confidence scoring and consensus |
| Rail Protocol | Bidirectional channels with backpressure, provenance, tunnels |
| Error Taxonomy | Deterministic classification with auto-learning and circuit breakers |
| Circuit Breaker | Model API fault tolerance with configurable thresholds and auto-recovery |
| Parameter Normalization | Declarative alias system (q→query, cost→costPreference) |
| RoleShift Protocol | Bidirectional server↔client via MCP sampling/elicitation |
| Embedding Router | Local vector-based model selection via @terminals-tech/embeddings |
Circuit Breaker
Protects against cascading model API failures. Configurable via environment:
| Variable | Default | Description |
|---|---|---|
RAIL_CIRCUIT_BREAKER |
true |
Enable circuit breaker |
RAIL_CIRCUIT_THRESHOLD |
5 |
Failures before tripping |
RAIL_CIRCUIT_RESET_MS |
120000 |
Recovery timeout (ms) |
States: closed (normal) -> open (failing, requests rejected) -> half-open (testing recovery).
Transport (v2.0.0)
| Transport | Status | Use Case |
|---|---|---|
| Streamable HTTP | Primary | All new integrations |
| SSE | Deprecated | Legacy compatibility only |
| STDIO | Default | MCP clients (Claude, Jan AI, Continue) |
Links
- Homepage: terminals.tech
- npm: @terminals-tech/openrouter-agents
- GitHub: terminals-tech/openrouter-agents
- Docs: CLAUDE.md | Tool Patterns | Getting Started
Releasing
Releases are automated via release-please:
- Push conventional commits to
main(e.g.feat:,fix:,chore:) - release-please opens a version-bump PR
- Merge the PR → GitHub Release created automatically
- npm publish triggers on release via CI
Manual publish:
npm test && npm publish --access public
Version: 2.0.0 | MCP SDK: 1.27.1 | MCP Spec: 2025-11-25 | Author: Tej Desai | License: MIT
README mirrored from the source repository 4 days ago. The original is authoritative.