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…
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Flowmusicai Mcp Server
Flow Music AI (flowmusicai.app) is a browser-based AI song generator that converts a plain-text description into a fully produced, mixed track in roughly 80…
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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…
Autopoietic Knowledge Synthesis MCP Server
Autopoietic knowledge synthesis gives AI agents access to 18 academic and technical data sources unified by a suite of advanced mathematical frameworks —…
Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit…
Oboyu (覚ゆ)
Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank
Orionbelt Semantic Layer
OrionBelt Semantic Layer is an API-first engine that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse…
Prompt Book Server
# Prompt Book Server An MCP server that connects to Notion databases containing AI prompts, allowing you to manage, search, and retrieve prompts efficiently…
Traffic Monitoring System Documentation
# Traffic Monitoring System Documentation ## 시스템 구성 - **Server URL:** [http://localhost:8000/sse](http://localhost:8000/sse) - **MCP Server Configuration:** 서버…
Perf MCP
Fact-check and fix AI outputs. MCP server for hallucination detection, schema validation, and output correction.
MemeStack MCP
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (memes, infographics, charts, visual explainers) ranked by Lightning zaps. 19 tools…
dbt-docs
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt…
Jewish Library MCP Server
makes the jewish library accessible to LLMs through the MCP protocol
Kelnix Datamind Curator
AI-Ready Data & Context Engineering API. Connect any data source — PostgreSQL, CRMs, APIs — and get clean, structured, AI-ready data in seconds. Natural…
MCP Outline Server
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
MCP SOP Server
A Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support.
Skills Mcp
A semantic skills registry over MCP that teaches AI agents how to do things correctly using curated expert skills that agents discover and load at the moment…
Solomd
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI…
Ogham Mcp
Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2%…
Memra
Memra MCP server — persistent memory for AI agents. EU-hosted, privacy-first, sub-100ms hybrid recall.
🧠 arXiv Research Assistant MCP Server
This project is an arXiv paper retrieval and search service implemented through a custom MCP (Multi-Capability Provider) framework. It provides a server-side…
Zaxy — event-sourced agent memory with cited checkout and reversible forgetting (stdio/SSE via PyPI)
Zaxy turns agent work into durable, auditable memory: a hash-chained Eventloom log as the source of truth, an embedded temporal knowledge graph for reasoning…
Crossref MCP Server
Search and access academic paper metadata from Crossref.
Open Alex MCP
Professional MCP server for OpenAlex academic research - ML-powered author disambiguation, institution resolution, and comprehensive researcher profiles with…