Forage - MCP Server for AI Agents
Forage connects your Claude agent to persistent web intelligence backed by a knowledge graph with nearly 1 million entities. You get 36 tools across three layers: core operations like search_web, scrape_page, and find_emails for verified B2B contacts; bundled skills like skill_company_dossier and skill_outbound_list that merge multiple sources into single intelligence packages; and graph operations like query_knowledge, find_connections, and simulate for causal analysis. The graph persists across sessions, so research compounds instead of resetting. Runs on Apify infrastructure via streamable HTTP. Reach for this when your agent needs to remember what it learned about companies, people, or markets and build on that knowledge over time instead of starting from zero every conversation.
- tools
- 37
- transport
- HTTP
- last updated
- Apr 20, 2026
Tools
37 toolsPublic tool metadata for what this MCP can expose to an agent.
search_webSearch the web, get real results
Search the web, get real results
No parameter schema in public metadata yet.
scrape_pageExtract clean text from any URL
Extract clean text from any URL
No parameter schema in public metadata yet.
get_company_infoDomain to full company profile with contacts
Domain to full company profile with contacts
No parameter schema in public metadata yet.
find_emailsDiscover verified B2B emails with confidence scores
Discover verified B2B emails with confidence scores
No parameter schema in public metadata yet.
find_local_leadsFind local businesses by type and location
Find local businesses by type and location
No parameter schema in public metadata yet.
find_leadsGenerate B2B lead lists filtered by title/location/industry
Generate B2B lead lists filtered by title/location/industry
No parameter schema in public metadata yet.
list_verified_actorsBrowse available data source actors
Browse available data source actors
No parameter schema in public metadata yet.
get_actor_schemaGet input schema for any actor
Get input schema for any actor
No parameter schema in public metadata yet.
call_actorRun any data actor with custom input
Run any data actor with custom input
No parameter schema in public metadata yet.
search_apify_storeSearch 1500+ data actors
Search 1500+ data actors
No parameter schema in public metadata yet.
skill_company_dossierFull company profile + 10 contacts with emails
Full company profile + 10 contacts with emails
No parameter schema in public metadata yet.
skill_prospect_companyUp to 20 senior decision-makers + emails + LinkedIn
Up to 20 senior decision-makers + emails + LinkedIn
No parameter schema in public metadata yet.
skill_outbound_list100+ verified leads ready for CRM import
100+ verified leads ready for CRM import
No parameter schema in public metadata yet.
skill_local_market_mapUp to 100 local businesses with contact info + ratings
Up to 100 local businesses with contact info + ratings
No parameter schema in public metadata yet.
skill_decision_maker_finder25 decision-makers by department + seniority
25 decision-makers by department + seniority
No parameter schema in public metadata yet.
skill_competitor_intelPricing, features, reviews, positioning
Pricing, features, reviews, positioning
No parameter schema in public metadata yet.
skill_competitor_adsActive ad copy, landing pages, platforms
Active ad copy, landing pages, platforms
No parameter schema in public metadata yet.
skill_job_signalsHiring trends, open roles, department breakdown
Hiring trends, open roles, department breakdown
No parameter schema in public metadata yet.
skill_tech_stackTechnologies used with detection confidence
Technologies used with detection confidence
No parameter schema in public metadata yet.
skill_funding_intelFunding rounds, investors, valuation, press
Funding rounds, investors, valuation, press
No parameter schema in public metadata yet.
skill_social_proofReviews, ratings, testimonials: G2, Trustpilot, Capterra
Reviews, ratings, testimonials: G2, Trustpilot, Capterra
No parameter schema in public metadata yet.
skill_market_mapComplete competitor landscape for a market
Complete competitor landscape for a market
No parameter schema in public metadata yet.
skill_kaspr_enrichLinkedIn profile: experience, skills, contact data
LinkedIn profile: experience, skills, contact data
No parameter schema in public metadata yet.
query_knowledgeSearch the graph for previously discovered entities
Search the graph for previously discovered entities
No parameter schema in public metadata yet.
enrich_entityFull profile with all relationships from the graph
Full profile with all relationships from the graph
No parameter schema in public metadata yet.
find_connectionsFind relationship paths between any two entities
Find relationship paths between any two entities
No parameter schema in public metadata yet.
add_claimStore a sourced assertion with confidence score
Store a sourced assertion with confidence score
No parameter schema in public metadata yet.
get_claimsRetrieve all claims for an entity
Retrieve all claims for an entity
No parameter schema in public metadata yet.
add_signalRecord a time-series data point
Record a time-series data point
No parameter schema in public metadata yet.
get_signalsQuery metrics over time
Query metrics over time
No parameter schema in public metadata yet.
set_regimeLabel entity state (normal, stressed, pre-tipping, post-event)
Label entity state (normal, stressed, pre-tipping, post-event)
No parameter schema in public metadata yet.
get_regimeCheck entity current state
Check entity current state
No parameter schema in public metadata yet.
causal_parentsWhat drives this entity upstream
What drives this entity upstream
No parameter schema in public metadata yet.
causal_childrenWhat this entity drives downstream
What this entity drives downstream
No parameter schema in public metadata yet.
causal_pathHighest-weight causal path between entities
Highest-weight causal path between entities
No parameter schema in public metadata yet.
simulatePropagate shock/boost through the graph
Propagate shock/boost through the graph
No parameter schema in public metadata yet.
get_graph_statsEntity and relationship counts
Entity and relationship counts
No parameter schema in public metadata yet.
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Forage MCP: The Knowledge Layer Your Agent Is Missing
Riccardo Minniti / Ernesta Labs · director@useforage.xyz · useforage.xyz
Your agent hallucinates. Let's be honest about that.
You ask it: "Who are Stripe's main competitors?" It tells you confidently about companies that don't exist. You ask: "Find me 50 qualified leads." It returns hallucinations with made-up email addresses. You say: "What did you learn about this market last month?" It says: "I have no memory of last month."
You're not running an intelligent agent. You're running a smart model with amnesia.
Every research workflow starts from zero. Your agent searches, reads, answers, forgets. Tomorrow, when you ask about the same company, the same market, the same competitors—it learned nothing. Zero institutional knowledge. Zero compounding research.
Meanwhile, your competitor's agent? It's built a knowledge graph of 1 million entities. When it researches Stripe, it already knows the investors, the hires, the tech stack, the acquisition history. It adds what's new and moves on. Six months in, their agent knows your market better than you do.
Details
- Repository
- github.com/ernestalabs/web-intelligence-mcp
- Categories
- Sales & Marketing, Documents & Knowledge
- Transport
- HTTP
- Registry
- MCP registry, active
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