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Description
From the marketplace listing
Find B2B leads, research companies and build prospect lists in editable sheets. Describe your ideal customer, location and qualification criteria; Leadbase finds matching businesses and professional contacts and collects available sources alongside each result.
Use Leadbase for sales prospecting, account research, market mapping, lead qualification and data enrichment. Discover companies in Germany, Austria, Switzerland and other markets, research decision-makers, or find products, suppliers and public content. Add missing information to an existing sheet without starting a new list.
Follow research as results arrive, review evidence, search and filter your list, edit cells and continue working in the same Leadbase workspace. Compatible ChatGPT surfaces can display the interactive sheet; you can also open it in Leadbase.
A Leadbase account and workspace are required. Coverage varies and results may be incomplete; review the available sources before acting on findings.
Language: English · Automatically detected from descriptions.
Skill · Nov 3, 2026 · 00:13 UTC · Compared with Nov 1, 2026 · 18:11 UTC
WHAT CHANGED
Instructions updated for research-list
Full description — Now says: for B2B lead generation, sales prospecting, company and contact research, market mapping, lead qualification and enrichment of existing sheets. Find...
Observed in instructions or declared skills. Runtime behavior has not been tested.
to find new companies, people, products or public posts in a new editable sheet, or enrich specified existing sheet rows, with live progress, source checks and actual
After
Nov 3, 2026 · 00:13 UTC
for B2B lead generation, sales prospecting, company and contact research, market mapping, lead qualification and enrichment of existing sheets. Find companies, people, products or public posts with sources and
Skill instructions
Before
Nov 1, 2026 · 18:11 UTC
to find new companies, people, products or public posts in a new editable sheet, or enrich specified existing sheet rows, with live progress, source checks and actual
After
Nov 3, 2026 · 00:13 UTC
for B2B lead generation, sales prospecting, company and contact research, market mapping, lead qualification and enrichment of existing sheets. Find companies, people, products or public posts with sources and
Skill · Nov 3, 2026 · 00:13 UTC · Compared with Nov 1, 2026 · 18:11 UTC
WHAT CHANGED
Instructions updated for get-started
Full description — Now says: Use when connecting Leadbase, checking workspace or credit access, opening the workspace, or choosing a first B2B lead generation, company research or...
Observed in instructions or declared skills. Runtime behavior has not been tested.
Connect Leadbase, verify workspace access without paid research, and help the user choose a first company, people or web research task.
After
Nov 3, 2026 · 00:13 UTC
Use when connecting Leadbase, checking workspace or credit access, opening the workspace, or choosing a first B2B lead generation, company research or prospecting task.
Skill instructions
Before
Nov 1, 2026 · 18:11 UTC
Connect Leadbase, verify workspace access without paid research, and help the user choose a first company, people or web research task.
Verify access using open_workspace or sheets_list.
After
Nov 3, 2026 · 00:13 UTC
Use when connecting Leadbase, checking workspace or credit access, opening the workspace, or choosing a first B2B lead generation, company research or prospecting task.
For signup, resumable authorization, CLI device codes and recovery, ...
Research companies, people and the web in live, editable sheets.
After
Nov 3, 2026 · 00:13 UTC
Find B2B leads, research companies and enrich editable prospect lists.
Long description
Before
Nov 1, 2026 · 18:11 UTC
Build a prospect list you can act on. Describe the companies or professional contacts you need, and Leadbase researches the web and saves each result as a new row in an editable sheet.
Research companies, people, products and public post...
After
Nov 3, 2026 · 00:13 UTC
Find B2B leads, research companies and build prospect lists in editable sheets. Describe your ideal customer, location and qualification criteria; Leadbase finds matching businesses and professional contacts and collects available source...
Short description
Before
Nov 1, 2026 · 18:11 UTC
Find leads. Build your list.
After
Nov 3, 2026 · 00:13 UTC
B2B leads and company research
Declared skills
Before
Nov 1, 2026 · 18:11 UTC
[{"description":"Connect Leadbase, verify workspace access without paid research, and help the user choose a first company, people or web research task.","interface":{"brand_color":null,"default_prompt":null,"display_name":"get-started",...
After
Nov 3, 2026 · 00:13 UTC
[{"description":"Use when connecting Leadbase, checking workspace or credit access, opening the workspace, or choosing a first B2B lead generation, company research or prospecting task.","interface":{"brand_color":null,"default_prompt":n...
Exact text from the indicated source. A mention alone does not establish support for your task.
Publisher keywords · listing
B2B lead generation
sales prospecting
company research
account research
lead enrichment
contact research
market mapping
lead qualification
decision makers
DACH
spreadsheets
web research
---
name: get-started
description: Use when connecting Leadbase, checking workspace or credit access, opening the workspace, or choosing a first B2B lead generation, company research or prospecting task.
---
Use the installed Leadbase MCP connection. Never ask for API keys or passwords in chat. If disconnected, use the host's connection flow; do not invent success or edit unrelated client settings.
For signup, resumable authorization, CLI device codes and recovery, read the canonical guide at https://www.leadbase.io/docs/settings/mcp.md before guiding setup. A new user can choose Google or verify their business email without a password, then create or select a workspace. The user verifies email and explicitly approves access. Never request their email link or accept permissions yourself. Client registration does not create a user account. Keep native host OAuth; do not add another account system.
Verify access using billing_get. This is read-only and does not authorize paid work. Explain, in the user's language, that Leadbase can find companies and professional contacts, research existing rows, or collect products and public posts in an editable sheet. Offer at most three concrete examples relevant to their stated work.
If the user has already requested research, skip the introduction and execute that scope. Otherwise ask which result they need. Account connection or available credits alone is not permission to start research. Do not send outreach, buy products, purchase credits, or promise complete coverage.
Use the real MCP app to display sheets when the host supports it. The Leadbase sidebar app opens the accessible sheet library; its sheet editor supports live updates, search, filters and editing according to the account's permissions. Text-only clients receive structured results and a Leadbase link instead. Do not claim a UI rendered merely because a tool returned successfully.
---
name: research-list
description: Use Leadbase for B2B lead generation, sales prospecting, company and contact research, market mapping, lead qualification and enrichment of existing sheets. Find companies, people, products or public posts with sources and credit reporting.
---
## Choose the right operation
Use the installed Leadbase MCP tools and their current schemas directly. The user determines the entity, geography, criteria, fields and requested count. Use known facts rather than paying to rediscover them. Ask only for missing information that materially changes the result.
For a new list, use sheets_research. Each requested entity is a new row: companies means companies, people means people. Do not substitute contacts at existing companies for a requested company list, or silently modify an existing customer sheet. Design typed columns for the requested fields and source URLs. Lists of products or public posts belong in sheets too. For existing rows, use sheets_enrich for the specified sheet and cells. Use enrichment_start for a direct typed answer only when the user does not need a sheet.
Read-only discovery and billing_get are free access checks. Research consumes the connected account's credits. Honor the requested scope and any budget. Never purchase credits, grant credits, expand the batch, archive customer sheets to evade plan limits, or start outreach without explicit authorization. If a sheet limit blocks creation, explain it and ask which existing sheet may be archived or let the user choose the next step.
## Execute once and show progress
Use a stable idempotency key for each logical paid request; reuse it for an explicitly requested safe recovery, not for different work. Never automatically repeat an ambiguous paid submission. Keep the returned batch/job/sheet IDs. Writes require the current revision and a stable retry key according to their schemas.
Immediately after sheets_research returns a sheetId, call view_sheet so the user can follow live progress and edit the real sheet. open_workspace opens the sidebar library; view_sheet opens a particular table. Respect the host's available display modes. Without UI, provide the sheet link and a compact result summary.
Check enrichment_get or sheets_research_status at sensible intervals until terminal execution. Do not claim the requested count was reached based on total sheet rows: manual rows and other jobs are separate. Keep confirmed count, target count, partial failure and billing state distinct. Use returned page cursors to inspect all results, never fabricate rows beyond the first page.
## Verify results and costs
Check returned source URLs support the claimed facts. An image URL is not evidence for a product price. A precise date requires matching evidence; do not turn relative dates into unsupported exact dates. Never invent contact information or label unsupported details verified. Missing or inaccessible evidence means uncertain, not proof of absence. Explain partial results candidly.
Continue checking execution and accounting separately. A terminal job can still have pending or reconciliation_pending billing. Report credits as final only after settlement. Missing usage is unknown, not zero; held credits are not final charges. Retain failed partial results and reported actual costs rather than silently rerunning the job.
If an owned terminal job reports reconciliation_pending, enrichment_reconcile can check and settle its retained financial receipts without starting research. Use its jobId and a stable key for that repair attempt. Do not loop on an unknown receipt or substitute a new paid submission. Read the returned billing status; reconciliation does not turn failed research into successful research.
Conclude with the actual number of delivered entities, the sheet, material evidence gaps and settled credits or the exact pending accounting state. Do not expose authentication, private logs, internal provider receipts or unrelated account data.
Release notes
Clearer B2B research listing and improved skill discovery.
Declared in the saved package. Remote tools may change independently.
Package details
Publisher declarations from the archived package. These are separate from our research and the live service's terms.