Data · Local MCP server

Agentic Research

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.TheAiSingularity/agentic-research
Version
0.1.3
Status
Active
Category
data
Transport
stdio (local process)
Package
PyPI
Published
2026-04-20
Updated
2026-04-20
Publisher
TheAiSingularity (GitHub)
Listed under
Ollama MCP servers
Repository
github.com/TheAiSingularity/agentic-research-engine-oss
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
PyPIruntime: agentic-research-mcpagentic-research-engine0.1.3stdioOPENAI_BASE_URL, OPENAI_API_KEY (secret), MODEL_SYNTHESIZER, MODEL_PLANNER, EMBED_MODEL, SEARXNG_URL, LOCAL_CORPUS_PATH, ENABLE_RERANK, ENABLE_FETCH

How to connect Agentic Research

Agentic Research runs locally from a Python package published to PyPI: agentic-research-engine version 0.1.3. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx agentic-research-engine; the entry names agentic-research-mcp as the runtime. It reads these environment variables: OPENAI_BASE_URL, OPENAI_API_KEY (secret), MODEL_SYNTHESIZER, MODEL_PLANNER, EMBED_MODEL, SEARXNG_URL, LOCAL_CORPUS_PATH, ENABLE_RERANK and ENABLE_FETCH; set them in the client's configuration for this server.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "agentic-research": {
      "command": "uvx",
      "args": [
        "agentic-research-engine"
      ],
      "env": {
        "OPENAI_BASE_URL": "<value>",
        "OPENAI_API_KEY": "<secret>",
        "MODEL_SYNTHESIZER": "<value>",
        "MODEL_PLANNER": "<value>",
        "EMBED_MODEL": "<value>",
        "SEARXNG_URL": "<value>",
        "LOCAL_CORPUS_PATH": "<value>",
        "ENABLE_RERANK": "<value>",
        "ENABLE_FETCH": "<value>"
      }
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

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