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agentic-research in namespace io.github

Local package path declaredNo credentials listedRepository declared by sourceUpdated 2026-04-20

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.

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At a glance

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

Vendor's own description, untranslated and unverified

Execution location
Local package path declaredMCP-Register · 2026-08-06
Required secrets declared
No credentials listedMCP-Register · 2026-08-06
Declared version and change
0.1.3 · Source-reported change date 2026-04-20MCP-Register · 2026-08-06
Repository as declared
github.com/TheAiSingularity/agentic-research-engine-ossMCP-Register · 2026-08-06
Configuration
can be built from the disclosed start template

Inspect connection paths and prerequisites

Related categories

6 of 9 categories. All categories in the segment catalogue

Page last changed:

Sources and collection
Runs
Local package path declared
Credentials
No credentials listed
Registry record changed
2026-04-20
Setup
Template available
Registry name
io.github.TheAiSingularity/agentic-research
Package coordinate
pypi:agentic-research-engine
Declared version
0.1.3
Source-reported listing date
2026-04-20
Source-reported change date
2026-04-20
First seen by tracevero
2026-08-06
Vendor's website
https://github.com/TheAiSingularity/agentic-research-engine-oss

Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin. What the confidence levels mean

Measured values

Measured values
Required secrets declaredNo credentials listed no
Original data – Required secret variables (raw): confirmed absent
Original data – Required secret headers (raw): confirmed absent
Source: MCP-Register · collected on 2026-08-06 · derived
Execution locationLocal package path declared local
Original data – Transports (raw): stdio
Source: MCP-Register · collected on 2026-08-06 · derived
Path argument presentno
Original data – Path arguments (raw): confirmed absent
Original data – Path environment variables (raw): confirmed absent
Source: MCP-Register · collected on 2026-08-06 · derived
Repository URL listedRepository declared by source yes
Original data – Repository (raw): https://github.com/TheAiSingularity/agentic-research-engine-oss
Source: MCP-Register · collected on 2026-08-06 · derived
Declared version0.1.3
Source: MCP-Register · collected on 2026-08-06 · self-declared

What is measured is what a manifest declares, not what a piece of software does. This registry fetches no repository URL, no endpoint and no package index; nothing here is verified. Which value comes from which source, and by which rule it was formed, is set out in the Methodology.

Source data25

Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.

Raw values
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
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Changes

Changes
2026-09-08Connection 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":[]}
2026-08-26Description (raw): – → Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
2026-08-16Last changed in the registry (raw): – → 2026-04-20

These are the 3 most recent changes to this entry. Full history

tracevero · https://tracevero.com/mcp/io-github-theaisingularity-agentic-research