MCP Servers

mcp-deno-kv

littledivy5

Lightweight MCP server exposing Deno KV storage for real-time LLM context.


Store and retrieve persistent context for LLM sessions
Cache API responses for faster LLM queries

mcp-server-llmling

phil655

MCP server leveraging LLMling backend for seamless model context integration and real-time AI interaction.


Expose structured data to LLMs for enhanced context understanding
Enable real-time AI interaction in IDEs and terminals

sourcesage

sarathsp065

MCP server caching codebase as a dynamic, language-agnostic knowledge graph.


Cache large codebases as structured knowledge graphs
Enable fast retrieval of code logic and style patterns

kips

hdresearch5

kips is a personal data storage MCP server enabling secure management of auth, notes, conversations, tasks, and tags for LLM clients like Claude Desktop.


Store and manage personal authentication credentials securely
Organize and retrieve notes with tagging support

code-reviewer-mcp

joaomj5

Automated AI-powered GitHub pull request code review server.


Automate code reviews for GitHub pull requests
Provide detailed feedback on code quality and style

higress-ai-search-mcp-server

cr72585

Enhance AI responses with real-time web search via Higress ai-search integration.


Integrate real-time web search results into AI model responses
Provide up-to-date information from Google, Bing, and Quark search engines

perplexity-deep-research

arjunkmrm5

MCP server enabling AI web searches via Perplexity AI's deep research API.


Perform web searches using Perplexity AI's deep research model
Filter search results by recency (month, week, day, hour)

mcp-flux-schnell

bytefer5

TypeScript MCP server for text-to-image generation via Cloudflare Flux Schnell API.


Generate images from text prompts for creative projects
Integrate text-to-image generation into chatbots or assistants

swe-agent

kjacone5

swe-agent is a powerful AI-driven server that supports the entire software development lifecycle, from requirements analysis to modular code generation and documentation with human-in-the-loop control.


Automate requirements analysis from natural language input
Generate modular code with human-in-the-loop feedback

mcp-go-tools

ksysoev5

Go-centric MCP server delivering idiomatic code generation, style guidance, and best practices for high-quality Go development.


Generate idiomatic Go code snippets
Enforce Go style guidelines in code generation

memory-mcp-server

hpkv-io5

MCP server providing persistent long-term memory for LLMs in coding environments.


Remember project structures and coding conventions across sessions
Recall user preferences for coding style and patterns

github-oauth-mcp

dend5

Demo MCP server implementing GitHub OAuth for user authentication.


Authenticate MCP users via GitHub OAuth
Test OAuth flows in MCP server environments

iac-memory-mcp-server-project

AgentWong5

Persistent MCP server for versioned Infrastructure-as-Code memory and relationships.


Store and track versions of Terraform and Ansible IaC components
Map relationships between IaC resources for dependency analysis

sns-mcp-server

baolongt5

TypeScript MCP server for interacting with SNS DAOs on Internet Computer


List all proposals for a specific DAO
Retrieve votable neurons for a user in a DAO

applescript-mcp

Hassanali45

MCP server to execute AppleScript commands for full macOS control remotely.


Automate macOS tasks using AppleScript commands remotely
Control Mac applications through scripted commands