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MCP server · AI

Openrouter Deep Research MCP

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

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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

Install
npx openrouter-deep-research-mcp

This 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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  • ·No dynamic code executionNot checked yet.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

v2.0.0v2.0.0 — MCP SDK Upgrade, Zod 4, Express 5, Circuit Breakers · 27 Feb 2026What's Changed Breaking Changes (Internal) MCP SDK** 1.26.0 → 1.27.1 with `registerTool`/`registerPrompt`/`registerResource` APIs (v2-ready) Zod** 3.22.4 → 4.3.6 (required for MCP SDK v2 compatibility) Express** 4.18.2 → 5.2.1 (async error…
v1.16.0v1.16.0 · 7 Feb 2026v1.16.0 — 2026-02-06 SDK & Spec Updates MCP SDK 1.26.0** — Upgraded from 1.24.3; includes ReDoS fix in UriTemplate regex (v1.25.2), shared server/transport instance security fix (v1.26.0), and client credentials provider scope support MCP…
v1.9.0v1.9.0 · 8 Dec 2025[1.9.0](https://github.com/wheattoast11/openrouter-deep-research-mcp/compare/v1.8.0...v1.9.0) (2025-12-07) Features v1.8.1:** Core abstractions, handler integration, and error visibility…
v1.8.1v1.8.1 — Core Abstractions & Handler Integration · 7 Dec 2025v1.8.1 — Core Abstractions & Handler Integration Core Abstractions (Convergence Plan v2.0) Signal Protocol:** Unified message type for inter-agent communication `Signal` class with confidence scoring and source attribution `SignalBus` for…
v1.8.0v1.8.0: MCP Apps, Knowledge Graph & Session Time-Travel · 4 Dec 2025🚀 Major Release: Autonomous UI Surfacing & @terminals-tech/* Integration This release transforms the OpenRouter Agents MCP server into a "magic surface" engine where intelligent UI components, temporal version control, and knowledge graphs…

README

OpenRouter Agents MCP Server

npm MCP Stable GitHub

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 failed message may appear on shutdown. This is harmless — data is checkpointed before shutdown. Set DB_AUTO_HEAL=true for 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

Full ENV Reference

{
  "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

  1. Enable MCP Servers in Settings → Advanced → Experimental
  2. Click + to add server
  3. Configure:
    • Name: openrouter-agents
    • Command: npx
    • Arguments: @terminals-tech/openrouter-agents
    • Environment: OPENROUTER_API_KEY=sk-or-...

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

Full Compliance Report

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 (qquery, costcostPreference)
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

Releasing

Releases are automated via release-please:

  1. Push conventional commits to main (e.g. feat:, fix:, chore:)
  2. release-please opens a version-bump PR
  3. Merge the PR → GitHub Release created automatically
  4. 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.

Questions

About Openrouter Deep Research MCP

How do I install Openrouter Deep Research MCP?

Run npx openrouter-deep-research-mcp, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Openrouter Deep Research MCP safe to use with an AI agent?

Its trust score is 64 out of 100 (good). It passes 0 of 1 static security checks; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Openrouter Deep Research MCP still maintained?

The last commit was 6 months ago, with 0 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.