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gsearch-mcp
- 4.3
- Free
gsearch-mcp: Local MCP server providing live web citations

samyama-graph
- 4.5
- Free
Efficient Graph Database for AI Applications
mcp-server-elasticsearch
- 4.9
- Free
Comprehensive Overview of Elasticsearch MCP Server
Argyph
- 4.7
- Free
Argyph: a local MCP server for on-machine code context

lilbee
- 4.8
- Free
Lilbee: A Private Local AI Stack for Search and Model Management

Context Harness
- 4.9
- Free
Context Harness: Local Context for AI Agents and Offline RAG

perplexity-web-api-mcp
- 4.2
- Free
Perplexity Web API MCP: Integrating Perplexity AI with Session Token Access
graphrag-toolkit
- 4.3
- Free
Graphrag Toolkit: Building Graph-Enhanced Generative AI Applications
LeanKG
- 4.8
- Free
Leankg: A Rust-Powered Local-First Code Knowledge Graph for AI Agents

codesearch
- 4.9
- Free
Codesearch: A Multi-Repository Semantic Code Search Server for AI Agents
open-ontologies
- 4.1
- Free
High-performance MCP server and desktop suite for ontology engineering
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mom
Persistent local memory for AI coding agents using readable vaults

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sandy: MCP server bridging Claude Code and localization workflows
welink
Comprehensive AI Chat Data Analysis Tool
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MCP-native localization server for context-aware translation in development pipelines

tenets
tenets: MCP server enforcing coding principles in AI-assisted development