fluencydrift-mcp

fluencydrift-mcp

MCP server that diffs a project's code structure against fluencyloop architectural records and flags where reality has drifted.

Category
Visit Server

README

fluencydrift-mcp

MCP server that diffs a project's actual code structure against the architectural decisions captured in its fluencyloop store, and flags where reality has drifted from the record.

Status

Working end-to-end: reads a fluencyloop store, checks it against the live repo, and exposes list_architectural_records, check_drift, and explain_record over MCP. Built with fluencyloop itself — see docs/fluencyloop/ for the plan and feature history.

Development

npm install
npm run build   # compiles src/ to dist/, and makes dist/index.js executable
npm test        # unit + in-process end-to-end tests (node --test)
npm run smoke   # dogfood smoke test: runs the built dist/index.js as a real
                 # subprocess against this repo's own fluencyloop store

Registering with Claude Code

After npm run build, register the built server as an MCP server:

claude mcp add fluencydrift-mcp -- node "$(pwd)/dist/index.js"

This registers it at the default local scope (private to you, in the project you run it from). Verify with claude mcp list; remove it with claude mcp remove fluencydrift-mcp. Point Claude Code at any fluencyloop-tracked repo's root as the working directory when you launch it — fluencydrift-mcp reads the store and scans reality relative to process.cwd().

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured