AiDex
Persistent code index using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+.
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CodeSeeker
Graph-powered code intelligence MCP server with semantic search, knowledge graph, and dependency analysis for Claude Code, Cursor, and Copilot.
mcp-server-toolkit
uild plug-and-play MCP servers for code search, docs, databases, and more. Integrates with Claude Code, Cursor, and Windsurf.
ken
Fast hybrid code search for agents - it's pure Go, single static binary, 5 lexical + Model2Vec semantic embeddings + RRF fusion + a code-aware reranker, with…
Channel3 Product Search
Product search and price comparison for AI agents. Search 100M+ products across thousands of retailers by text or image, compare live offers and prices, and…
Angel One Mcp
# Angel One MCP [](https://pypi.org/project/angel-one-mcp/) [
Semble
Fast, accurate, local code search for agents. Indexes any local path or GitHub repo on demand in ~250ms and answers queries in ~1.5ms. Works on CPU, no API…
Janus Analytics
# Janus Analytics MCP Server An [MCP server](https://modelcontextprotocol.io) that connects AI coding agents to your [Janus](https://addjanus.ca) analytics…
AI Agents in Container
# AI Agents in Container # kasm Desktop ```bash docker run \ --name browser-use \ --shm-size=4096m \ -w /mnt \ -p 8080:6901 \ -e VNC_PW=password \ -id…
Dbconvert Streams MCP
Read-only MCP server for your databases. Lets AI assistants inspect schemas, preview data, run read-only SQL, and join across PostgreSQL, MySQL, files…
RivalSearchMCP
Advanced MCP server for comprehensive web research, content discovery, and trends analysis. Features multi-engine search, intelligent content extraction…
whatsapp-mcp
Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally…
Model Context Protocol Marketplace
Model Context Protocol Marketplace is a shared repository and marketplace for MCP Servers hosted by Volcengine's Ecosystem Plaza. It offers over 100 MCP…
Airflow MCP Server
[](https://mseep.ai/app/yangkyeongmo-mcp-server-apac…
Unreal Engine Analyzer
Analyzes Unreal Engine codebases, enabling deep insights into class hierarchies, subsystems, and game patterns.
Perplexity MCP Zerver
MCP web search using perplexity without any API KEYS
Video Research MCP
Give Claude Code 51 research, analysis & media production tools with one command. Video analysis, deep research, academic papers, TTS voice-over, AI video…
DeepView MCP
Enables AI-powered code analysis by loading entire codebases into Gemini's large context window, allowing developers to query and understand complex…
Code Embeddings
A knowledge management tool for code repositories using vector embeddings, powered by a local Ollama service.
Azure DevOps
Integrates with Azure DevOps to enable querying work items, creating tasks, searching code repositories, and retrieving project information without context…
Enhanced AutoGen MCP Server
Bridges Microsoft's AutoGen framework with external tools, enabling autonomous agents to execute code, perform research, and collaborate in multi-agent…
Perplexity AI
Integrates with Perplexity AI to enable context-aware conversations, research, and code analysis through natural language processing capabilities.
Vibe Coder (AI-Assisted Development)
Provides AI-assisted development tools for semantic routing, code generation, refactoring, and project management with intelligent request handling and…
UK Parliament - Open Data - Model Context Protocol Server
parliament open data MCP server. (This repository is no longer actively maintained. Development continued in a fork which contains major improvements and…