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Codeitall logo
Health: ActiveRecent health check succeeded.Last checked 9/22/2026, 7:32:03 AM

Codeitall

User RatingsBe the first to rate and review this MCP server! 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

Client Config & Setup

Remote HTTP
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "codeitall": {
      "url": "https://api.codeitall.dev"
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (5) Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Capabilities & Tool Schemas (5) ~158 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server β€” may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Codeitall.

answer_api_question

Open-ended Rust API questions; routes deterministically (rule-based, no LLM) and falls back to bge-m3 cosine retrieval.

signature_search

You know the signature shape (`fn(&str) -> Result<Vec<u8>, _>`); get ranked candidate functions + crate, downloads, yank status.

behavior_lookup

A specific `(crate, fn_name)`; get the probe-observation table verbatim β€” each row `(input, outcome=ok\

compare_implementations

A task category (e.g. "base64 crates"); get the side-by-side cross-implementation behavior table.

find_modern_equivalent

A suspected-deprecated call; get the current canonical alternative + yank/advisory rows.

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.

Read the full README β†’View source on GitHub β†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

Last commit
4mo ago
Most recent push to the default branch.
Tools exposed
5
Callable tools this server registers over MCP.

Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about Codeitall

codeitall is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "codeitall": { "url": "https://api.codeitall.dev" } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSSE (Remote)
Last updatedMay 27, 2026
11/13 checks healthy over the last 45d
Views0
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars0
GitHub Star CountTotal stargazers on GitHub representing community popularity (0 stars).
Last commit4mo ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on May 27, 2026
48Quality signal: Fair Β· 48/100How 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 ownership10/20
Documentation & tools25/30
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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