Search / io.github.TheAiSingularity/agentic-research
agentic-research
L0· runs locallyLocal research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
v0.1.3 · active · repository · descriptor JSON · versions
Search / io.github.TheAiSingularity/agentic-research
L0· runs locallyLocal research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
v0.1.3 · active · repository · descriptor JSON · versions
{
"mcpServers": {
"agentic-research": {
"command": "agentic-research-mcp",
"args": [
"agentic-research-engine"
],
"env": {
"OPENAI_API_KEY": "${OPENAI_API_KEY}"
}
}
}
}claude mcp add agentic-research -e "OPENAI_API_KEY=${OPENAI_API_KEY}" -- agentic-research-mcp agentic-research-engine[mcp_servers.agentic-research]
command = "agentic-research-mcp"
args = ["agentic-research-engine"]
env = { "OPENAI_API_KEY" = "${OPENAI_API_KEY}" }
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"agentic-research": {
"type": "local",
"command": [
"agentic-research-mcp",
"agentic-research-engine"
],
"enabled": true,
"environment": {
"OPENAI_API_KEY": "{env:OPENAI_API_KEY}"
}
}
}
}{
"mcpServers": {
"agentic-research": {
"command": "agentic-research-mcp",
"args": [
"agentic-research-engine"
],
"env": {
"OPENAI_API_KEY": "${OPENAI_API_KEY}"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=agentic-research&config=eyJjb21tYW5kIjoiYWdlbnRpYy1yZXNlYXJjaC1tY3AiLCJhcmdzIjpbImFnZW50aWMtcmVzZWFyY2gtZW5naW5lIl0sImVudiI6eyJPUEVOQUlfQVBJX0tFWSI6IiR7T1BFTkFJX0FQSV9LRVl9In19"
}{
"servers": {
"agentic-research": {
"type": "stdio",
"command": "agentic-research-mcp",
"args": [
"agentic-research-engine"
],
"env": {
"OPENAI_API_KEY": "${OPENAI_API_KEY}"
}
}
}
}{
"mcpServers": {
"agentic-research": {
"command": "agentic-research-mcp",
"args": [
"agentic-research-engine"
],
"env": {
"OPENAI_API_KEY": "${OPENAI_API_KEY}"
}
}
}
}extensions:
"agentic-research":
enabled: true
name: "agentic-research"
type: stdio
cmd: "agentic-research-mcp"
args:
- "agentic-research-engine"
envs:
"OPENAI_API_KEY": "${OPENAI_API_KEY}"
timeout: 300
Placeholders to fill from your own secret store: ${OPENAI_API_KEY}. The registry never accepts secret values.
This is a local package: the command runs on your machine.
Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)auth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)stability.changes, stability.rug_pulltool list unknowndeps.known_vulnsno known advisory in 86 resolved packagesdeps.mcp_sdk_versionmcp 2.2.0, no known advisorydeps.resolvable[email protected] resolved: 86 packagesNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo ~liveness-unmeasured -stale-182d
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
[email protected] PyPI85 dependencies, resolved · MCP SDK mcp 2.2.0 · advisories checked 2026-10-19
No known advisory affects this dependency graph.
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
| package | registry | version | runtime | secrets |
|---|---|---|---|---|
agentic-research-engine | pypi | 0.1.3 | agentic-research-mcp | OPENAI_API_KEY |
No tools observed. Local packages are never executed by the registry.
Schemas: list_tools.
{
"name": "io.github.TheAiSingularity/agentic-research",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.1.3",
"packages": [
{
"version": "0.1.3",
"transport": {
"type": "stdio"
},
"identifier": "agentic-research-engine",
"runtimeHint": "agentic-research-mcp",
"registryType": "pypi",
"environmentVariables": [
{
"name": "OPENAI_BASE_URL",
"description": "Any OpenAI-compatible endpoint. Default: OpenAI cloud. Use http://localhost:11434/v1 for Ollama."
},
{
"name": "OPENAI_API_KEY",
"isSecret": true,
"description": "API key for the endpoint above. Use 'ollama' as a sentinel value when running locally against Ollama."
},
{
"name": "MODEL_SYNTHESIZER",
"description": "Model identifier used for the synthesize node. Defaults to 'gpt-5-mini'; set to 'gemma3:4b' for Mac-local Ollama."
},
{
"name": "MODEL_PLANNER",
"description": "Model for the plan / classify / critic / compress / verify nodes. Defaults to 'gpt-5-nano'."
},
{
"name": "EMBED_MODEL",
"description": "Embedding model identifier (for retrieval + memory). Default 'text-embedding-3-small'; use 'nomic-embed-text' on Ollama."
},
{
"name": "SEARXNG_URL",
"description": "Base URL of the SearXNG meta-search instance. Default http://localhost:8888."
},
{
"name": "LOCAL_CORPUS_PATH",
"description": "Path to an index directory built via scripts/index_corpus.py. When set, local corpus hits augment web search."
},
{
"name": "ENABLE_RERANK",
"description": "Set to '1' to enable the BAAI/bge-reranker-v2-m3 cross-encoder rerank stage. First run downloads ~560MB."
},
{
"name": "ENABLE_FETCH",
"description": "Set to '0' to skip the trafilatura full-page fetch stage. Default '1'."
}
]
}
],
"repository": {
"url": "https://github.com/TheAiSingularity/agentic-research-engine-oss",
"source": "github"
},
"description": "Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query."
}