Using local LLMs for code writing, reviewing, and rule generation

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Using local LLMs for code writing, reviewing, and rule generation

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Why this server?
Enables seamless integration between local Ollama LLM instances and MCP-compatible applications, providing advanced task decomposition, evaluation, and workflow management capabilities, fitting the request to work with a local LLM.
Ollama MCP Server
NewAITees
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security
F
license
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quality
A server that enables seamless integration between local Ollama LLM instances and MCP-compatible applications, providing advanced task decomposition, evaluation, and workflow management capabilities.
1
Python
Why this server?
Provides secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme, enabling code review and working with the codebase.
MCP Filesystem Python
mtunell
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security
A
license
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quality
A secure MCP server enabling read-only access and file search capabilities within a specified directory, while respecting .gitignore patterns.
Python
MIT License
Why this server?
A redesigned Model Context Protocol server that enables AI models to access filesystems through privacy-preserving path aliases with an optimized 6-function API interface, enabling code review and working with the codebase.
BetterMCPFileServer
MartinSchlott
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security
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license
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quality
A redesigned Model Context Protocol server that enables AI models to access filesystems through privacy-preserving path aliases with an optimized 6-function API interface.
TypeScript
MIT License
Why this server?
A server that provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools, enabling code generation and review.
Markdown Sidecar MCP Server
speakeasy-api
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security
A
license
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quality
A server that provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools.
1
TypeScript
MIT License
Why this server?
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval, fitting the request to write code rules based on the codebase.
sourcesage
sarathsp06
Verified
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security
A
license
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quality
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
Python
MIT License
Why this server?
Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions, fitting the request to write and review code.
LSP MCP Server
Tritlo
Verified
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security
A
license
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quality
Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.
2
TypeScript
MIT License
Why this server?
Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPi, aiding LLMs in finding code examples and documentation, enabling code generation and review.
Code Research MCP Server
nahmanmate
A
security
A
license
A
quality
Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
6
25
JavaScript
AGPL 3.0
Why this server?
Allows AI models to run JavaScript/TypeScript code through Model Context Protocol tool calls, supporting both one-time script execution and stateful REPL sessions with npm package integration, enabling code execution and analysis.
JavaScript MCP Server
yannbam
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security
F
license
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quality
Allows AI models to run JavaScript/TypeScript code through Model Context Protocol tool calls, supporting both one-time script execution and stateful REPL sessions with npm package integration.
TypeScript
Why this server?
A TypeScript-based MCP server that allows Claude to safely execute bash commands with security safeguards, providing a secure interface through the Model Context Protocol, enabling code review and working with the codebase.
Bash MCP
yannbam
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security
F
license
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quality
A TypeScript application that allows Claude to safely execute bash commands with security safeguards, providing a secure interface through the Model Context Protocol.
TypeScript
Why this server?
Allows Cursor to interact with MySQL databases through the MCP protocol, enabling creation, querying, modification and deletion of database tables and records, fitting the request to review a code
Code Summarizer MCP
nicobailon
Verified
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security
F
license
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quality
Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.
TypeScript