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Health: Not checked yetWe have not completed a health check for this listing yet.Last checked 8/10/2026, 11:38:43 PM

Codeitall

Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View RepositoryVisit Website

Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, deprecation, sig search

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Install Config Generator

Choose your client
claude_desktop_config.json
{
  "mcpServers": {
    "codeitall": {
      "command": "npx",
      "args": [
        "-y",
        "codeitall"
      ]
    }
  }
}

πŸ’‘ Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

codeitall β€” Rust API behavioral oracle

Version-pinned behavioral oracle for Rust package APIs, built for AI coding agents. Five deterministic tools backed by a Postgres substrate of 66,549,370 pattern_records and 107 successful probe runs across 7 task families (datetime, duration, base64, JSON strict-vs-permissive, JWT verify, AEAD encrypt/decrypt, constant-time compare).

Hosted, free, no signup: https://api.codeitall.dev

This repository is codeitall's public surface β€” the API reference, OpenAPI spec, the "For AI Agents" page, and the per-family pages. The ingest/indexer and server source are not redistributed; you consume codeitall by querying the hosted API, not by running it yourself.

What it answers

The differentiator from a docs RAG: the substrate captures runtime behavior (what a function actually does on a canonical input set, observed empirically), not just documentation (what it claims to do). It targets the documentation-vs-runtime gap β€” yank status, RustSec advisories, deprecation renames, and cross-implementation behavior tables.

Tools

ToolUse it for
answer_api_questionOpen-ended Rust API questions; routes deterministically (rule-based, no LLM) and falls back to bge-m3 cosine retrieval.
signature_searchYou know the signature shape (fn(&str) -> Result<Vec<u8>, _>); get ranked candidate functions + crate, downloads, yank status.
behavior_lookupA specific (crate, fn_name); get the probe-observation table verbatim β€” each row (input, outcome=ok|err|panic, value_or_error).
compare_implementationsA task category (e.g. "base64 crates"); get the side-by-side cross-implementation behavior table.
find_modern_equivalentA suspected-deprecated call; get the current canonical alternative + yank/advisory rows.

Determinism contract

No generative LLM sits between a request and its response. Every response is SQL + deterministic templating; the only model in the hot path is bge-m3, a deterministic text→vector embedder used for the cosine fallback (same input → same vector → same hits). This is a regression-pinned invariant.

Quickstart

bash
# Mint a free anonymous key (no email, no signup):
curl -sX POST https://api.codeitall.dev/v1/keys \
  -H 'content-type: application/json' -d '{}'

# Ask a question (HTTP REST):
curl -sX POST https://api.codeitall.dev/v1/answer_api_question \
  -H 'content-type: application/json' \
  -d '{"question":"how do I parse a duration string in rust"}'

GET aliases exist for every tool (browse-only clients); signature_search also accepts a shape_b64 (base64url) parameter so URL re-encoding can't mangle type-signature characters.

Access modes

  • MCP β€” SSE/HTTP at https://api.codeitall.dev/mcp (Bearer key), or stdio for self-hosters.
  • HTTP REST β€” POST/GET /v1/<tool>.
  • OpenAPI 3.1 β€” openapi.json (live: https://api.codeitall.dev/openapi.json).

Docs in this repo

  • for-ai-agents.html β€” positioning, tool list, key snippet (live: https://api.codeitall.dev/for-ai-agents.html).
  • api-reference.html / api-reference.md β€” generated tool reference + scope/coverage.
  • agents/ β€” one page per probe family.

Cost & limits

Free. Per-IP key issuance cap (10/day) and per-key quota (10,000/day). No paid tier, no email capture, no signup.

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Frequently Asked Questions about Codeitall

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "codeitall": { "command": "npx", "args": ["-y", "codeitall"] } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimeNode.js
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27Quality signal: Emerging Β· 27/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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