Evidence-backed web research for AI agents with citations and confidence scores.
Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.
LASTSEARCH_API_KEYAPI keyrequiredLastSearch API key (get one at https://lastsearch.ai/dashboard). Required for all API access.
Declared by the author in the official MCP registry. Forge does not store, broker, or ever see these values — the config below is scaffolded with placeholders you fill in locally.
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.
Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.
searchSearch 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.
No input schema was published for this tool.
openFetch 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.
No input schema was published for this tool.
extractExtract 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.
No input schema was published for this tool.
answerNo description publishedThis tool published no description. Forge does not invent one.
compareCompare 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.
No input schema was published for this tool.
verify_documentFact-check an entire document (AI-generated report, competitive analysis, market research, news article). Pass either raw text OR a URL — we'll extract every atomic claim and verify each against live web sources. Returns per-claim verification status with sources, NLI scores, and an overall A-F gra…Fact-check an entire document (AI-generated report, competitive analysis, market research, news article). Pass either raw text OR a URL — we'll extract every atomic claim and verify each against live web sources. Returns per-claim verification status with sources, NLI scores, and an overall A-F gra…
No input schema was published for this tool.
clarityNo description publishedThis tool published no description. Forge does not invent one.
session_createCreate 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.
No input schema was published for this tool.
session_askResearch 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.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.
No input schema was published for this tool.
session_recallQuery 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.
No input schema was published for this tool.
session_shareShare 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.
No input schema was published for this tool.
session_knowledgeExport 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.
No input schema was published for this tool.
session_forkFork a shared research session to continue building on someone else's research. Creates a copy of all knowledge in your own session.Fork a shared research session to continue building on someone else's research. Creates a copy of all knowledge in your own session.
No input schema was published for this tool.
feedbackSubmit 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.
No input schema was published for this tool.
12 of 14 tools published a description.
Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.
Evidence-backed web research for AI agents with citations and confidence scores.
Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.
The crawl stopped at the 60-package limit. The rest of the tree was never resolved.
36 more resolved packages are not drawn here (display cap: 24). Every dependency carrying an advisory is drawn regardless of the cap. Full inventory (CycloneDX SBOM)
69 declared dependencies never landed in the tree. They are missing from Forge's resolution, not from the package.
+57 more not listed. The counts by reason above cover all of them.
Not followed: peerDependencies. This tree covers runtime dependencies only, so anything those pull in was never resolved.