AI & Machine Learning
pith.science
Provides tools for machine review and analysis of academic papers, including extracting claims, searching evidence, and generating falsifiers.
ENDPOINT 1
https://pith.science/mcp
MCP server metadata
- Name
- pith
Read-only access to Pith machine reviews of scientific papers (pith.science). Reviews carry a verdict, novelty and correctness scores, an extracted core claim, the load-bearing assumption, and a falsifier: the observation that would settle the claim. Signed human reviews are structured deltas against that machine review. arxiv_id means the arXiv identifier, e.g. '2401.00001'.
Known tools 6
get_reviewFull machine review of one paper: verdict, confidence, scores, summary, core claim, weakest assumption, and falsifier.
Inferred read-onlyget_claimsThe extracted claim ledger for one paper: each claim's text, role (claim / premise / falsifier / machinery), type, and status.
Inferred read-onlyget_falsifierThe falsifier for one paper's core claim: the concrete observation or computation that would settle it, plus how many people are watching.
Inferred read-onlyget_signed_reviewsPublished human signed reviews of one paper: identity, axis deltas, claim verdicts, defects, predictions, and who paid.
Inferred read-onlyget_reviewer_recordA reviewer's published signed reviews and, when present, their calibration record (Brier, open predictions, positivity skew).
Inferred read-onlyCONNECT WITH APPROVAL
Client installation
Review this server and its permissions before adding it. Secret placeholders must be set locally.
Codex
~/.codex/config.toml
[mcp_servers.pith]
url = "https://pith.science/mcp"
enabled = true
Claude Code
.mcp.json
{
"mcpServers": {
"pith": {
"type": "http",
"url": "https://pith.science/mcp"
}
}
}
Claude Desktop
Settings → Connectors → Add custom connector
Name: pith
Remote MCP URL: https://pith.science/mcp
Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.
Cursor
.cursor/mcp.json
{
"mcpServers": {
"pith": {
"url": "https://pith.science/mcp"
}
}
}
Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"pith": {
"type": "http",
"url": "https://pith.science/mcp"
}
}
}
Generic MCP
Client-specific MCP configuration
{
"name": "pith",
"transport": "streamable-http",
"url": "https://pith.science/mcp"
}
MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
TRUST AND VERIFICATION EVIDENCE
Loading Trust v2 evidence…
Checking the associated registrable domain. The BuiltWith key remains server-side.
Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.