MCP Tool Shop

Weekly spotlights on MCP tools that actually help.

Short, honest picks for people building agent workflows — clear install steps, real tradeoffs, and a link to verify anything we claim.

Browse tools This Week's Spotlight

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112 public repos

100% local-first

MCP native

Weekly spotlights

Spotlight

File Compass

Deterministic file-system navigation and inspection for large repos

Python

Recently shipped

All releases

Saints Mile v1.0.2 5d ago Civility Kernel v1.1.0 5d ago Xrpl Lab v1.0.6 5d ago Ai Jam Sessions v1.4.0 5d ago Taste Compiler v0.3.0 9d ago

In the spotlight

Tools selected this week.

WebSketch IR

beta

Intermediate representation library for web component analysis.

npm install websketch-ir

TypeScript

ircorelibrary

WebSketch Extension

Browser extension for web page analysis and code generation

browserextensionanalysis

File Compass

stable

Semantic file search with HNSW indexing and local embeddings.

pip install file-compass

Python

mcpsearchembeddings

WebSketch MCP

MCP server for AI-assisted web analysis

mcp-serverwebai

CreatorLedger

Creator attestation proofs and authorship verification

provenanceattestationdotnet

Prov Engine JS

JavaScript/TypeScript provenance and traceability engine

provenancetraceabilitytypescript

MCP Core Tools

The essentials for building and discovering MCP tool ecosystems.

File Compass Semantic file search with HNSW indexing and local embeddings. Tool Compass Find MCP tools by describing what you need. Brain Dev MCP server for AI-powered code analysis — test generation, security audits, refactoring suggestions Tool Scan Security scanner for MCP tools.

Voice Stack

Text-to-speech infrastructure from plugin to engine.

Mcp Voice Soundboard TTS MCP server with 12 voices and SSML-lite. Voice Soundboard TTS and audio generation with voice cloning support

Security & Testing

Audit, stress-test, and harden your MCP tools.

Tool Scan Security scanner for MCP tools. MCP Stress Test Red team toolkit for MCP security scanners. StressKit MCP MCP stress testing toolkit with configurable load patterns

ML & Training

Local model training, fine-tuning, and image generation.

Backpropagate Headless LLM fine-tuning with smart defaults. Comfy Headless Headless ComfyUI with prompt intelligence. Aspire AI Goal-oriented framework for running and evaluating AI workflows over time

Infrastructure

Deterministic building blocks for CI, packaging, and agent reliability.

Witness Attestation witness and verification tooling Attestia Financial truth infrastructure for decentralized systems.