MCP Server using Amazon Q Business Cross App index
An MCP server that integrates with Amazon Q Business' cross-app index to answer questions based on uploaded synthetic data. It is designed for users who want…
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Forge
Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent…
Noosphere
🧠 Noosphere — Community of Consciousness. An open-source MCP server that builds the digital consciousness layer of Earth. Upload epiphanies, decisions…
Repo Context Mcp
Repo Context MCP provides programmatic access to repository contents for integrations and automation. It can list directories/files, read any file, return the…
Lune
# @retrograde-labs/lune-mcp-server <!-- mcp-name: com.luneresearch/lune --> [](https://…
Searchpin — Free Web Search for AI Agents
Zero-cost web search for AI agents — multi-engine parallel search, semantic re-ranking, zero API keys. Works natively within China's network, no proxy/VPN…
Graphlens Mcp
Model Context Protocol (MCP) server for Graphlens. Exposes polyglot code graphs to LLM agents.
Tela
Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic…
Careerproof
Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures…
Lain Mcp
## What is LAIN-mcp? LAIN-mcp is a Rust MCP server that gives AI coding agents real architectural awareness of your codebase — not just line-by-line search…
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
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CostAffective-MCP
Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to…
Forkit
Persistent coordination infrastructure for multi-agent AI systems, exposed as a single MCP endpoint.
Ratary Memory Mcp
Ratary is an open-source AI Brain Platform. The Memory MCP server (ratary) gives coding assistants durable, owner-scoped memory across sessions — hybrid…
MyAITwin MCP
Personal knowledge twin with semantic search. Store voice notes, documents, URLs, principles, and skills from any AI chat, then retrieve them with inline…
SiYuan Note MCP Server
SiYuan Note MCP Server is an MCP server implementation that integrates with the SiYuan Note system, enabling AI models to access and manipulate note data. It…
AI Documentation & Guru Knowledge MCP Server
MCP server for providing documentation to Claude
text_file_read_and_refactor_mcp
About Token-efficient Python stdio MCP server exposing safe text-file search, reading, and refactoring tools. Tools automatically resolve the file BOM and…
universal-memory
A vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "repetition tax" by transporting your context, preferences, and history across…
Ckb Code Knowledge Backend
CKB (Code Knowledge Backend) transforms your codebase into a queryable knowledge base, enabling developers, AI assistants, and CI/CD pipelines to understand…
Ref
Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by [ref.tools](https://ref.tools/)
Fastcrw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API…
Yourmemory
Persistent memory for AI agents with Ebbinghaus forgetting curve decay, hybrid BM25 + vector + knowledge graph retrieval, temporal reasoning, and a local…
PLUR
AI agents start every session with amnesia — you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them…