Describe the data you need, name your price, and get it back—checked, sourced, and ready to use. Free to post. Pay only when you're happy.
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Last probed Nov 3, 2026 · ineeddata.ai
20tools discovered
For AI agents — MCPBundles Directory API
For MCP client apps (human connect):
MCP connect URL: https://ineeddata.ai/api/mcp
Skill page: https://www.mcpbundles.com/skills/ineeddata-mcp-0c75f64661
Explore capabilities (20)
read 10
write 3
other 7
Get
7
List
3
Create
2
Validate
2
Other capabilities
6
List Open Bounties
read
list_open_bounties
List published bounties that are accepting complete dataset bundles.
List Open Bounties — List published bounties that are accepting complete dataset bundles.
Get Bounty Summary — Get a concise public bounty summary by bounty UUID or slug.
Get Dataset Contract — Get the complete machine-readable Dataset Contract, normalized agent summary, reward, deadline, and contract hash.
List Bounty Reference Files — List verified buyer-provided sample, example, reference, and partial-dataset files.
Download Bounty Reference File — Create a five-minute signed download URL for a verified bounty reference file.
Validate Contract — Dry-run check a Dataset Contract's structure before create_bounty. Returns field-level validation errors so you can fix the JSON without creating anything. No authentication required.
Validate Records — Dry-run check that an array of records matches a bounty's required JSON structure before you build a submission. Returns JSON Schema errors keyed by record path. No authentication required.
Create Bounty — Post a new data bounty from a complete Dataset Contract on behalf of the OAuth-authorized account. Posting is free and needs no card; the buyer pays the reward only when accepting a winner. Publishes immediately by default so contributors can start. Requires bounties:write.
Get Account — Get the OAuth-authorized account identity, payout readiness, and granted scopes.
List My Submissions — List submissions owned by the OAuth-authorized account.
Create Submission
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Describe the data you need, name your price, and get it back—checked, sourced, and ready to use. Free to post. Pay only when you're happy.
How do I connect ineeddata to my AI agent?
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
How many tools does ineeddata provide?
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More in developer tools
Other MCP servers in this category from the directory index
— Create a private contributor draft owned by the OAuth-authorized account. Requires submissions:write.
Request Upload Url — Register an artifact and create a 15-minute signed object-storage PUT URL.
Register Uploaded File — Verify a previously uploaded object, generate its SHA-256 hash, and attach it to the draft.
Upload Structured Dataset — Save structured records plus provenance and license declarations to a private draft.
Run Preflight Validation — Run schema, quantity, uniqueness, source, critical-field, artifact, hash, provenance, and license checks.
Get Validation Errors — Return the most recent preflight errors and warnings for a draft.
Finalize Submission — After explicit human approval, re-run preflight, freeze a versioned manifest and hashes, and generate the independent random sample. Requires the step-up submissions:finalize scope.
Get Submission Status — Get draft, validation, version, decision, and manifest status.
Get Sample Result — Get the frozen sampling receipt and aggregate buyer review results for the latest version.
Get Reward Status — Get the advertised reward, pay-on-acceptance state, payment/release state, winner state, and deadline.
MCPBundles probed 20 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
What authentication does ineeddata require?
ineeddata may require signing in to the provider before tools can run. Connect through MCPBundles or your MCP client and complete any provider login when prompted.
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