Turn a prompt into a verified, cited research table. Or fact-check any table or document you already have.
Hyperplexity gives Claude the ability to conduct deep, structured research across entire domains — not one question at a time, but hundreds of cells simultaneously, each with a sourced answer, a confidence rating, and links to the evidence.
You describe what you want in plain English. Hyperplexity researches it, validates every fact, and returns a structured table where each cell has:
- ✅ A verified answer
- 📊 A confidence score (HIGH / MEDIUM / LOW)
- 🔗 Citations to the actual sources
The output is an Excel file and a shareable interactive viewer. Claude drives the full workflow — you just review and approve.
Once installed, tell Claude what you want in plain English — it drives everything from there.
| Goal | What to say to Claude |
|---|---|
| Generate a table from a prompt | "Use Hyperplexity to create a table of the top 20 US biotech companies with columns: company, market cap, lead drug, and phase." |
| Validate an existing Excel or CSV | "Use Hyperplexity to validate companies.xlsx. Interview me about what each column means, then run the preview." |
| Fact-check a document or passage | "Use Hyperplexity to fact-check this analyst report." (paste text or share a file path) |
Claude handles the full workflow — upload, configure, preview, approve — pausing only when a decision genuinely needs you.
Claude starts a table-maker session, clarifies the structure if needed, builds the table, runs a free 3-row preview, and waits for your approval before billing.
Upload any table and Hyperplexity fact-checks every cell against live sources. It learns the meaning of your columns through a short interview (or you can skip the interview entirely with a one-line description), then runs the same preview-then-approve flow.
Paste an analyst report, a research abstract, or any text with factual claims. Hyperplexity extracts each claim, verifies it independently, and returns support levels: SUPPORTED / PARTIAL / UNSUPPORTED / UNVERIFIABLE — with the source for every verdict.
Re-run validation on any prior job to pick up changes in source data. No re-upload or configuration needed.
Most AI tools answer one question at a time. Hyperplexity answers a whole research domain at once — running hundreds of targeted searches, applying QC passes, and reconciling conflicting sources — then packages the results into a structured, citable format.
The MCP integration means Claude can drive the entire workflow autonomously: upload, configure, preview, approve, and retrieve results — pausing only when a decision genuinely requires human input.
| Cost | |
|---|---|
| Preview (first 3 rows) | Free |
| Standard validation | ~$0.05 / cell |
| Advanced validation | up to ~$0.25 / cell |
| Minimum per run | $2.00 |
New accounts get $20 in free credits — enough for several full tables.
- Get your API key at hyperplexity.ai/account
- Install the MCP server:
Option A — uvx (recommended):
claude mcp add hyperplexity uvx mcp-server-hyperplexity \
-e HYPERPLEXITY_API_KEY=hpx_live_your_key_hereOption B — Direct HTTP to Railway:
claude mcp add hyperplexity \
--transport http \
https://mcp-server-hyperplexity-production.up.railway.app/ \
--header "X-Api-Key: hpx_live_your_key_here"Option C — Smithery (for OpenClaw and other Smithery-compatible clients):
npx -y @smithery/cli@latest login
npx -y @smithery/cli@latest mcp add hyperplexity/hyperplexity --client claude-codeThen open your client → /mcp → hyperplexity → Authenticate → enter your API key.
- Ask your agent: "Use Hyperplexity to generate a table of…"
Full documentation: eliyahu.ai/api-guide
| Field | Value |
|---|---|
| Grade | C |
| Risk Score | 38 |
| Version | smithery |
| Vendor | Smithery |
| Source | hyperplexity-production |
| Scan Date | 2026-04-19 |
| Scanner | tooltrust-scanner/v0.3.8 |
| Severity | Count |
|---|---|
| Critical | 0 |
| High | 12 |
| Medium | 7 |
| Low | 9 |
| Info | 18 |
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Medium
Description: tool declares fs permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: High
Description: tool declares network permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Low
Description: tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
Recommendation: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Medium
Description: tool declares fs permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Medium
Description: tool declares fs permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: High
Description: tool declares network permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Low
Description: tool declares http permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Low
Description: tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
Recommendation: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: High
Description: tool declares network permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Low
Description: tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
Recommendation: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Medium
Description: tool declares fs permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: High
Description: tool declares network permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: High
Description: tool declares exec permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Medium
Description: tool declares fs permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: High
Description: tool declares network permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Low
Description: tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
Recommendation: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: High
Description: tool declares network permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Low
Description: tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
Recommendation: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Medium
Description: tool declares fs permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Medium
Description: tool declares fs permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: High
Description: tool declares network permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Low
Description: tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
Recommendation: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: High
Description: tool declares exec permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: High
Description: tool name "get_conversation" implies read-only operation but declares exec permission
Recommendation: Ensure tool names, descriptions, and permission declarations are internally consistent. Use explicit naming conventions that fully reflect actual capabilities.
Severity: Low
Description: tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
Recommendation: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: High
Description: tool declares network permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Low
Description: tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration
Recommendation: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Severity: High
Description: tool declares exec permission
Recommendation: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.
Severity: Info
Description: Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.
Recommendation: Review and remediate the identified issue.
Scored using ToolTrust methodology · Raw JSON report