io.github.TheAiSingularity/agentic-research
Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
Using io.github.TheAiSingularity/agentic-research in Claude, Cursor, Gemini CLI, Cline, or Zed?
MCP tool contracts can change remotely with no version bump. The mcpindex gate pins each contract and HOLDs the call when it drifts-before your agent acts. Zero credentials. This is not the package install for this server itself (use Install this server for that).
Rewrites your MCP host config so each server launches behind the gate. Inspect first: curl -fsSL https://mcpindex.ai/install.sh | less
uv tool install mcpindex-gate && mcpindex-config-wireSemantic screen found no manipulation pattern in the description. Conformance probe not yet run.
mcpindex.integrity.descriptionpassINFOevidence“No suspicious instructions found”via static_description
- - Semantic screen only - the deterministic conformance probe has not run on this server
- - Confidence is reported but not yet calibrated (v1)
- - Screen reads the tool description, not the live behavior
- - advisory
- - registry description only no input schema
- - screen model 8b
Semantic screen: an LLM judge reads the tool description for hidden instructions (status PARTIAL). A pass means the description is not lying, not that the tool is safe: a high-capability tool with an honest description still warrants caution. The deterministic conformance probe has not been run on this server yet, so the screen here is semantic-only. Posture: advisory. Confidences are reported but not yet calibrated (calibrated=false at v1). Full verdict history is not shown on this page.
Own this server? Screen its description →
That verdict was true at screening time (snapshot 2026-07-31).
Contracts can change after screening, with no version bump. The gate pins io.github.TheAiSingularity/agentic-research’s tool contracts on first sight and holds any silent change before your agent acts - the check that keeps being true on Tuesday.
See your first HOLD in 2 minutes →
Related: how to trust an MCP server · screen before install · silent contract drift
A live verdict badge for your README or listing. It reflects the current screen, links back here, and updates when the verdict does.
[](https://mcpindex.ai/server/io-github-theaisingularity-agentic-research)<a href="https://mcpindex.ai/server/io-github-theaisingularity-agentic-research"><img src="https://mcpindex.ai/api/v1/badge/io-github-theaisingularity-agentic-research" alt="mcpindex verdict" height="20" /></a>OPENAI_BASE_URLAny OpenAI-compatible endpoint. Default: OpenAI cloud. Use http://localhost:11434/v1 for Ollama.
OPENAI_API_KEYAPI key for the endpoint above. Use 'ollama' as a sentinel value when running locally against Ollama.
MODEL_SYNTHESIZERModel identifier used for the synthesize node. Defaults to 'gpt-5-mini'; set to 'gemma3:4b' for Mac-local Ollama.
MODEL_PLANNERModel for the plan / classify / critic / compress / verify nodes. Defaults to 'gpt-5-nano'.
EMBED_MODELEmbedding model identifier (for retrieval + memory). Default 'text-embedding-3-small'; use 'nomic-embed-text' on Ollama.
SEARXNG_URLBase URL of the SearXNG meta-search instance. Default http://localhost:8888.
LOCAL_CORPUS_PATHPath to an index directory built via scripts/index_corpus.py. When set, local corpus hits augment web search.
ENABLE_RERANKSet to '1' to enable the BAAI/bge-reranker-v2-m3 cross-encoder rerank stage. First run downloads ~560MB.
ENABLE_FETCHSet to '0' to skip the trafilatura full-page fetch stage. Default '1'.
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Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.