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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,874measured
6,054proven reliable
SourceToMe Reliable (measured) · 100% over 11 checks Does the job (tested) · 11/11

Search and cite passages from a vetted, rights-cleared reference library.

MCP endpoint : https://sourcetome-public.onrender.com/mcp · website · measurements and details
SHPBL: Repository Audit & Repair Being measured · 0% over 1 checks

Audit and repair any public GitHub repo. Free survey; paid source, unified diffs and a pull request.

MCP endpoint : https://shpbl.com/mcp · website · measurements and details
searchcode Flaky · 83% over 6 checks

Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.

MCP endpoint : https://api.searchcode.com/v1/mcp · measurements and details
oxcode Not measured yet

PageRank-curated code intelligence for coding agents over an indexed source repository.

Package npm : @snowmead/oxcode-mcp · website · measurements and details
Project Brain Not measured yet

Read-only source search and retrieval across configured GitHub repositories

Package oci : ghcr.io/gentleelephant/project-brain:v2.0.3 · website · measurements and details
Forums Private (key required)

Ask any GitHub repository a question. Get source-backed answers.

MCP endpoint : https://forums.basehub.com/mcp · website · measurements and details
Sourced Being measured · 0% over 1 checks

Source code search for every package on PyPI and npm.

MCP endpoint : https://mcp.sourced.dev/mcp · website · measurements and details
Lore Private (key required)

Cache source-backed repository context so coding agents can reuse knowledge across sessions.

MCP endpoint : https://mcp.buildwithlore.ai/mcp · website · measurements and details
GitDiagram Flaky · 83% over 6 checks Does the job (tested) · 5/5

Architecture diagrams, explanations and Mermaid source for public GitHub repositories.

MCP endpoint : https://gitdiagram.com/mcp · website · measurements and details
RepoFuse Being measured · 0% over 2 checks

Discover and scaffold new apps by reusing code from your GitHub repositories.

MCP endpoint : https://repofuse.com/api/mcp · website · measurements and details
xmp4 — Semantic code knowledge for your stack Flaky · 75% over 4 checks

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

MCP endpoint : https://mcp.example4.ai/mcp · website · measurements and details
Atlas Scout Not measured yet

Local, read-only structural code navigation and bounded dependency analysis for source repositories.

Package mcpb : https://github.com/ZaguanLabs/atlas-scout-mcp/releases/download/v1.0.0-preview.29/atlas-scout-mcp-1.0.0-preview.29-aarch64-apple-darwin.mcpb · website · measurements and details
GitHub Repository Intelligence Private (key required)

Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, deps. Remote MCP.

MCP endpoint : https://cg-nguyen--github-repo-intel-mcp.apify.actor/mcp · website · measurements and details
LeanToken Not measured yet

Token-bounded repository context for coding agents over MCP.

Package cargo : leantoken · website · measurements and details
codacy Not measured yet

Analyze code quality, security issues, and coverage across repositories

Package pypi : mcparmory-codacy · website · measurements and details
Reevol Source: supplier search Reliable (measured) · 100% over 19 checks

Search and compare 200,000+ global suppliers by brief, name, HS code or country. Free, no key.

MCP endpoint : https://source.reevol.com/mcp · website · measurements and details
AgentDiet Coding Agent GitHub Repo, Dependency & License Security Auditor Being measured · 100% over 1 checks Real task being tested · 1/1

Evaluates any GitHub repository for license risk, maintenance velocity, stars/forks, and supply-c.

MCP endpoint : https://github-audit.agentdiet.dev/mcp · website · measurements and details
Seturos Private (key required)

Shared work memory for Claude Code, Codex, Cursor and chat, scoped to each repository.

MCP endpoint : https://app.seturos.com/api/mcp · website · measurements and details
jarvis Not measured yet

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

Package pypi : jarvis-mcp · website · measurements and details
Feldspar free repository security scan Flaky · 95% over 20 checks Does the job (tested) · 19/19

Free deterministic security scan of public git repos: OSV.dev vulnerable deps, secrets, config lint.

MCP endpoint : https://project-feldspar.com/mcp · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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