Raw values for agentic-research in namespace io.github
io.github.TheAiSingularity/agentic-research · Registry status: active
No name of its own reaches this register for this entry. The heading therefore carries the trailing segment of the identifier; the identifier itself is listed below as a coordinate.
What the source declared verbatim, unchanged and uninterpreted. The derived values on the overview page are computed from these.
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.
| Description (raw) | Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query. Source: MCP-Register · collected on 2026-08-26 · self-declared |
|---|---|
| Environment variables (raw) | OPENAI_BASE_URL, OPENAI_API_KEY, MODEL_SYNTHESIZER, MODEL_PLANNER, EMBED_MODEL, SEARXNG_URL, LOCAL_CORPUS_PATH, ENABLE_RERANK, ENABLE_FETCH Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Required secret variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Transports (raw) | stdio Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Path arguments (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Repository (raw) | https://github.com/TheAiSingularity/agentic-research-engine-oss Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Package registries (raw) | pypi Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Required secret headers (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Path environment variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote URLs (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote hosts (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Registry status message (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| First listed in the registry (raw) | 2026-04-20 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Last changed in the registry (raw) | 2026-04-20 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Delivery form (raw) | package Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository platform (raw) | github Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository subfolder (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package identifiers (raw) | agentic-research-engine Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package versions (raw) | 0.1.3 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Runtime hints (raw) | agentic-research-mcp Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable descriptions (raw) | EMBED_MODEL=Embedding model identifier (for retrieval + memory). Default 'text-embedding-3-small'; use 'nomic-embed-text' on Ollama. · ENABLE_FETCH=Set to '0' to skip the trafilatura full-page fetch stage. Default '1'. · ENABLE_RERANK=Set to '1' to enable the BAAI/bge-reranker-v2-m3 cross-encoder rerank stage. First run downloads ~560MB. · LOCAL_CORPUS_PATH=Path to an index directory built via scripts/index_corpus.py. When set, local corpus hits augment web search. · MODEL_PLANNER=Model for the plan / classify / critic / compress / verify nodes. Defaults to 'gpt-5-nano'. · MODEL_SYNTHESIZER=Model identifier used for the synthesize node. Defaults to 'gpt-5-mini'; set to 'gemma3:4b' for Mac-local Ollama. · OPENAI_API_KEY=API key for the endpoint above. Use 'ollama' as a sentinel value when running locally against Ollama. · OPENAI_BASE_URL=Any OpenAI-compatible endpoint. Default: OpenAI cloud. Use http://localhost:11434/v1 for Ollama. · SEARXNG_URL=Base URL of the SearXNG meta-search instance. Default http://localhost:8888. Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Icon formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Connection paths (source structure) | {"packages":[{"registryType":"pypi","identifier":"agentic-research-engine","version":"0.1.3","runtimeHint":"agentic-research-mcp","transport":"stdio","environment":[{"name":"OPENAI_BASE_URL","description":"Any OpenAI-compatible endpoint. Default: OpenAI cloud. Use http://localhost:11434/v1 for Ollama.","required":false,"secret":false},{"name":"OPENAI_API_KEY","description":"API key for the endpoint above. Use 'ollama' as a sentinel value when running locally against Ollama.","required":false,"secret":true},{"name":"MODEL_SYNTHESIZER","description":"Model identifier used for the synthesize node. Defaults to 'gpt-5-mini'; set to 'gemma3:4b' for Mac-local Ollama.","required":false,"secret":false},{"name":"MODEL_PLANNER","description":"Model for the plan / classify / critic / compress / verify nodes. Defaults to 'gpt-5-nano'.","required":false,"secret":false},{"name":"EMBED_MODEL","description":"Embedding model identifier (for retrieval + memory). Default 'text-embedding-3-small'; use 'nomic-embed-text' on Ollama.","required":false,"secret":false},{"name":"SEARXNG_URL","description":"Base URL of the SearXNG meta-search instance. Default http://localhost:8888.","required":false,"secret":false},{"name":"LOCAL_CORPUS_PATH","description":"Path to an index directory built via scripts/index_corpus.py. When set, local corpus hits augment web search.","required":false,"secret":false},{"name":"ENABLE_RERANK","description":"Set to '1' to enable the BAAI/bge-reranker-v2-m3 cross-encoder rerank stage. First run downloads ~560MB.","required":false,"secret":false},{"name":"ENABLE_FETCH","description":"Set to '0' to skip the trafilatura full-page fetch stage. Default '1'.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} Source: MCP-Register · collected on 2026-09-08 · self-declared |
Position within the directory
How many of the 41,867 published entries carry the same measured value. A reference figure, not an assessment.
- Required secrets declaredno35,800 of 41,867 carry this value (86 %)View these entries
- Execution locationlocal17,056 of 41,867 carry this value (41 %)View these entries
- Path argument presentno41,369 of 41,867 carry this value (99 %)View these entries
- Repository URL listedyes30,107 of 41,867 carry this value (72 %)View these entries
All 4 values together are carried by 12,140 of 41,867 entries.
tracevero · https://tracevero.com/mcp/io-github-theaisingularity-agentic-research/rohangaben