Developer Tools MCP Servers

Heuristic

Enhances AI coding assistants by providing intelligent semantic code search, similar code discovery, and smart code chunking within your codebase.

Tkinter

Enables AI agents to launch, inspect, and interact with Tkinter GUI applications without requiring modifications to the target app.

CiNii

Facilitates searching academic papers on CiNii through a standardized MCP server interface.

SOAT

Provides persistent memory and semantic search capabilities for autonomous AI agents.

Markdown Editor

Provides structured, semantic editing capabilities for Markdown documents, supporting structural navigation, content manipulation, and YAML frontmatter.

Axon

Transforms codebases into intelligent knowledge bases for AI-powered development, integrating with AI IDEs like Cursor and Google AntiGravity.

Slack

Provides a read-only Model Context Protocol (MCP) server to access Slack workspace channels, messages, threads, and user information.

Log Essence

Transforms raw log files into token-efficient, redacted summaries for large language model analysis, supporting various formats and deployment options.

SSH Client

Empower AI assistants to execute remote commands and perform SFTP file operations on remote servers via SSH.

Docs

Searches Model Context Protocol documentation using advanced ranking algorithms and provides full document content retrieval.

Nyro

Provides LLMs with comprehensive yet safe access to local filesystem operations and system commands through a robust server.

Flask Plus

Builds Model Context Protocol (MCP) servers using Flask to expose type-safe tools, resources, and prompts with automatic JSON schema generation and streaming.

Claude Graph Memory

Empower Claude Code with a permanent, local knowledge graph for persistent memory across development sessions and projects.

Code Guardian Studio

Leverages AI with Claude Code and Model Context Protocol (MCP) to intelligently refactor and optimize large software repositories.

MSSQL

Manages Microsoft SQL Server tasks efficiently with 20 specialized tools for schema discovery, data operations, and administration.

Spring AI

Provides a headless Spring Boot implementation of the Model Context Protocol (MCP) specification with enterprise-grade logging and product management.

Tuvi

Calculates traditional Vietnamese astrological details and daily fortune predictions based on the lunisolar calendar.

SQLTools

Provides a unified Model Context Protocol (MCP) server for AI agents to seamlessly interact with multiple SQL databases including MySQL, PostgreSQL, MSSQL, DM8, and SQLite.

Google Vision

Integrate advanced optical character recognition (OCR) capabilities into large language models by leveraging the Google Cloud Vision API.

Dicloak

Enables direct invocation of Dicloak client's Local API functions through natural language in GPT clients.