Model Context Protocol ( MCP ) Python server to use with continue.dev

Model Context Protocol ( MCP ) Python server to use with continue.dev

A Python server implementing the Model Context Protocol to provide customizable prompt templates, resources, and tools that enhance LLM interactions in the continue.dev environment.

alexsmirnov

Developer Tools
Visit Server

Tools

web_search

perplexity_summary_search

README

Model Context Protocol ( MCP ) Python server to use with continue.dev

MCP server that exposes a customizable prompt templates, resources, and tools It uses FastMCP to run as server application.

Dependencies, build, and run managed by uv tool.

Provided functionality

prompts

prompts created from markdown files in prompts folder. Additional content can be added by templating, by variable names in {{variable}} format Initial list of prompts:

  • review code created by another llm
  • check code for readability, confirm with Clean Code rules
  • Use a conversational LLM to hone in on an idea
  • wrap out at the end of the brainstorm to save it as spec.md file
  • test driven development, to create tests from spec
  • Draft a detailed, step-by-step blueprint for building project from spec

resources

NOTE: continue does not understand templates, so resource name should contain all information resouce name left as is in prompt, so it should not confuse llm

  • extract url content as markdown
  • full documentation about libraries, preferable from llms-full.txt
  • complete project structure and content, created by CodeWeawer or Repomix

tools

  • web search, using serper or
  • web search results with summary, by perplexity.io
  • find missed tests
  • run unit tests and collect errors

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
MCP Package Docs Server

MCP Package Docs Server

Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.

Featured
Local
TypeScript
Claude Code MCP

Claude Code MCP

An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.

Featured
Local
JavaScript
@kazuph/mcp-taskmanager

@kazuph/mcp-taskmanager

Model Context Protocol server for Task Management. This allows Claude Desktop (or any MCP client) to manage and execute tasks in a queue-based system.

Featured
Local
JavaScript
Linear MCP Server

Linear MCP Server

Enables interaction with Linear's API for managing issues, teams, and projects programmatically through the Model Context Protocol.

Featured
JavaScript
mermaid-mcp-server

mermaid-mcp-server

A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images.

Featured
JavaScript
Jira-Context-MCP

Jira-Context-MCP

MCP server to provide Jira Tickets information to AI coding agents like Cursor

Featured
TypeScript
Linear MCP Server

Linear MCP Server

A Model Context Protocol server that integrates with Linear's issue tracking system, allowing LLMs to create, update, search, and comment on Linear issues through natural language interactions.

Featured
JavaScript
Sequential Thinking MCP Server

Sequential Thinking MCP Server

This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.

Featured
Python