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local install
lastsearch
Evidence-backed web research for AI agents with citations and confidence scores.
Tools
14
GitHub stars
20
Installs / wk
971
Licence
Apache-2.0
Transport
stdio
Last checked
never
Tools & capabilities
14 toolsRead from the published package source — this server runs locally, so there is no endpoint to query. Names are taken from the code, not observed at runtime, and descriptions are often absent.
answer
from source
Full deep research pipeline: search the web, fetch pages, extract claims, build evidence graph, and generate a structured answer with citations and confidence score. Use depth= Full deep research pipeline: search the web, fetch pages, extract claims, build evidence graph, and generate a structured answer with citations and confidence score. Use depth=
clarity
from source
Clarity — anti-hallucination answer engine. Three modes: (1) mode= Clarity — anti-hallucination answer engine. Three modes: (1) mode=
compare
from source
Compare a raw LLM answer (no sources) vs an evidence-backed answer. Shows the difference between hallucination-prone and grounded responses. Compare a raw LLM answer (no sources) vs an evidence-backed answer. Shows the difference between hallucination-prone and grounded responses.
extract
from source
Extract structured knowledge (claims + sources + confidence) from a single web page using AI. Extract structured knowledge (claims + sources + confidence) from a single web page using AI.
feedback
from source
Submit feedback on a search result to improve future accuracy. Helps the self-learning engine tune verification thresholds. Submit feedback on a search result to improve future accuracy. Helps the self-learning engine tune verification thresholds.
open
from source
Fetch and parse a web page into clean text using Readability. Strips ads, nav, and boilerplate. Fetch and parse a web page into clean text using Readability. Strips ads, nav, and boilerplate.
search
from source
Search the web for information on a topic. Returns URLs, titles, snippets, and relevance scores. Search the web for information on a topic. Returns URLs, titles, snippets, and relevance scores.
session_ask
from source
Research a question within a session. Recalls prior knowledge, runs the research pipeline, and stores new claims. Later queries in the same session benefit from accumulated knowled… Research a question within a session. Recalls prior knowledge, runs the research pipeline, and stores new claims. Later queries in the same session benefit from accumulated knowledge.
session_create
from source
Create a new research session. Sessions persist knowledge across multiple queries — each query builds on prior research. Create a new research session. Sessions persist knowledge across multiple queries — each query builds on prior research.
session_fork
from source
Fork a shared research session to continue building on someone else Fork a shared research session to continue building on someone else
session_knowledge
from source
Export all knowledge from a research session. Returns all verified claims, sources, and confidence scores accumulated across queries. Export all knowledge from a research session. Returns all verified claims, sources, and confidence scores accumulated across queries.
session_recall
from source
Query accumulated knowledge from a session without making new web searches. Returns previously verified claims relevant to the query. Query accumulated knowledge from a session without making new web searches. Returns previously verified claims relevant to the query.
session_share
from source
Share a research session publicly. Returns a shareable URL that anyone can view — great for sharing research findings with teammates, in reports, or on social media. Share a research session publicly. Returns a shareable URL that anyone can view — great for sharing research findings with teammates, in reports, or on social media.
verify_document
from source