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, prompts/resources and more.
The repository has 55 stars and 13 forks, with the last commit 7 days ago. Recent commit activity is the strongest signal that reported issues will get attention.
Install
git clone https://github.com/wheattoast11/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.
Tools (5)
agentUnified entrypoint (auto-routes)
Parameters not published.
batch_researchParallel batch queries
Parameters not published.
conduct_researchSync research with streaming
Parameters not published.
researchAsync research (returns job_id)
Parameters not published.
research_follow_upContext-aware follow-up
Parameters not published.
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Releases
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 fetched from the repository 4 days ago. The original is authoritative.