--- bezeichner: "io.github.TheAiSingularity/agentic-research" art: "mcp_server" slug: "io-github-theaisingularity-agentic-research" paketkoordinate: "pypi:agentic-research-engine" status: "aktiv" homepage: "https://github.com/TheAiSingularity/agentic-research-engine-oss" erhebungsstand: "2026-10-10T01:17:01.464Z" namensraum: "io.github.TheAiSingularity" registerseite: "https://tracevero.com/mcp/io-github-theaisingularity-agentic-research" abgerufen_am: "2026-10-10" zugangsdaten_erforderlich: false ausfuehrungsort: "lokal" dateisystem_pfadargument: false quelloffen_einsehbar: true roh_beschreibung: "Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query." version: "0.1.3" roh_umgebungsvariablen: "OPENAI_BASE_URL, OPENAI_API_KEY, MODEL_SYNTHESIZER, MODEL_PLANNER, EMBED_MODEL, SEARXNG_URL, LOCAL_CORPUS_PATH, ENABLE_RERANK, ENABLE_FETCH" roh_geheime_pflichtvariablen: "" roh_transportarten: "stdio" roh_pfadargumente: "" roh_repository_url: "https://github.com/TheAiSingularity/agentic-research-engine-oss" roh_paketquellen: "pypi" roh_geheime_pflichtkopfzeilen: "" roh_pfad_umgebungsvariablen: "" roh_remote_adressen: "" roh_remote_hosts: "" roh_statusmeldung: "" roh_veroeffentlicht_am: "2026-04-20" roh_aktualisiert_am: "2026-04-20" roh_schemafassung: "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json" roh_bereitstellungsform: "paket" roh_repository_quelle: "github" roh_repository_unterordner: "" roh_paketbezeichner: "agentic-research-engine" roh_paketversionen: "0.1.3" roh_laufzeithinweise: "agentic-research-mcp" roh_umgebungsformate: "" roh_umgebungsbeschreibungen: "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." roh_symbolformate: "" roh_verbindungswege: "{\"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\":[]}" --- # io.github.TheAiSingularity/agentic-research ## Measured values | Property | Value | Source | Collected on | Level of trust | Raw declaration | | --- | --- | --- | --- | --- | --- | | Required secrets declared | false | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_geheime_pflichtvariablen: ; roh_geheime_pflichtkopfzeilen: | | Execution location | lokal | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_transportarten: stdio | | Path argument present | false | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_pfadargumente: ; roh_pfad_umgebungsvariablen: | | Repository URL listed | true | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_repository_url: https://github.com/TheAiSingularity/agentic-research-engine-oss | | Description (raw) | Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query. | MCP-Register | 2026-08-26T16:45:01.514Z | selbstauskunft | | | Declared version | 0.1.3 | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Environment variables (raw) | OPENAI_BASE_URL, OPENAI_API_KEY, MODEL_SYNTHESIZER, MODEL_PLANNER, EMBED_MODEL, SEARXNG_URL, LOCAL_CORPUS_PATH, ENABLE_RERANK, ENABLE_FETCH | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Required secret variables (raw) | | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Transports (raw) | stdio | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Path arguments (raw) | | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Repository (raw) | https://github.com/TheAiSingularity/agentic-research-engine-oss | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Package registries (raw) | pypi | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Required secret headers (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Path environment variables (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Remote URLs (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Remote hosts (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Registry status message (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | First listed in the registry (raw) | 2026-04-20 | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Last changed in the registry (raw) | 2026-04-20 | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Delivery form (raw) | paket | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Repository platform (raw) | github | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Repository subfolder (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Package identifiers (raw) | agentic-research-engine | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Package versions (raw) | 0.1.3 | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Runtime hints (raw) | agentic-research-mcp | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Environment variable formats (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | 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. | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Icon formats (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | 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":[]} | MCP-Register | 2026-09-08T01:17:01.649Z | selbstauskunft | | ## Links - Namespace: [[namensraum/io-github-theaisingularity|io.github.TheAiSingularity]] --- - Registry page: - Retrieved on: 2026-10-10