"Noun Project" matching MCP servers:

Jinni: Bring Your Project Into
RAG Systems Developer Tools
smat-dev
A
license
A
quality
D
maintenance
Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files complete with metadata, overcoming the limitations and inefficiencies of reading files one by one. The philosophy behind this tool is that LLM context wi
Last updated 2025-12-14
2
270
Apache 2.0
mcp-project-context-server
Knowledge & Memory RAG Systems
DarkMatterProductions
A
license
A
quality
C
maintenance
A Python MCP server that gives LLMs persistent, searchable access to project context — documentation, architecture decisions, and session notes.
Last updated 2026-07-06
5
AGPL 3.0
MCP Demo Project
RAG Systems Code Execution
wubbyweb
A
license
B
quality
D
maintenance
A demonstration server implementing the Model Context Protocol (MCP) with both STDIO and Server-Sent Events (SSE) support, featuring a word reversal tool that transforms input text by reversing characters.
Last updated 2025-06-13
1
29
MIT
Project Tessera
Knowledge & Memory RAG Systems Search
besslframework-stack
A
license
B
quality
C
maintenance
Local workspace memory for Claude Desktop. Indexes documents into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph.
Last updated 2026-03-21
58
15
AGPL 3.0
project-code-intelligence
Code Analysis Vector Databases RAG Systems
cvandesande
A
license
B
quality
B
maintenance
Hardware-accelerated codebase mapping that indexes Git repositories into Postgres/pgvector and serves code search, relationships, and static analysis results via a stdio MCP server.
Last updated 2026-07-03
8
MIT
profile-project
RAG Systems Code Analysis
goosefly99
F
license
D
quality
B
maintenance
A self-contained Claude Code plugin that profiles a project by running a fixed DAG to emit agent-facing context pages, a human/developer guide, and a queryable vectorstore.
Last updated 2026-07-17
27
nous
Knowledge & Memory RAG Systems
vlados
A
license
-
quality
C
maintenance
Provides a persistent project memory for AI assistants via MCP tools, enabling querying and teaching of concepts, decisions, and patterns stored in an SQLite database.
Last updated 2026-06-22
11
MIT
Project RAG wiki
RAG Systems Vector Databases Knowledge & Memory
ihorleleka
A
license
-
quality
A
maintenance
MCP server for searching, reading, listing, writing, and appending Markdown wiki content using RAG with ChromaDB.
Last updated 2026-07-21
MIT
Hybrid RAG Project MCP Server
RAG Systems Vector Databases Search
gwyer
A
license
-
quality
D
maintenance
Enables Claude to perform hybrid search across local documents by combining semantic vector retrieval and BM25 keyword matching for optimal context recovery. It supports multiple file formats including PDF, CSV, and Markdown, leveraging local Ollama models for private and efficient document querying.
Last updated 2025-12-14
4
MIT
project-decision-rag
RAG Systems Vector Databases
mtakahashi-ivi
F
license
-
quality
B
maintenance
Semantic search over project-specific decision rules using Chroma, enabling LLMs to retrieve relevant context.
Last updated 2026-07-13
Project Memory MCP Server
Knowledge & Memory RAG Systems
mmyahya29
F
license
-
quality
C
maintenance
Provides persistent, searchable memory for MCP-compatible AI coding tools, allowing notes added from one tool to be retrieved from another.
Last updated 2026-07-16
project-memory-mcp
Knowledge & Memory RAG Systems
1318176013
F
license
-
quality
B
maintenance
Stores manual project memories, enables semantic retrieval, and tracks per-memory confidence using PostgreSQL with pgvector and OpenAI-compatible embeddings.
Last updated 2026-07-09
personal-project-knowledge-mcp
Knowledge & Memory Note Taking RAG Systems
YR-yangrui
F
license
-
quality
A
maintenance
Personal local AI memory/document MCP that manages short and long-term memories and Markdown documents, with tools for import, search, and retrieval.
Last updated 2026-07-13
mcp-rag
RAG Systems Knowledge & Memory
LXVault
A
license
A
quality
B
maintenance
Enables per-project, traceable access to a RAG knowledge base, with tools for searching and adding knowledge chunks.
Last updated 2026-06-25
4
MIT
knowledge-mcp-server
RAG Systems Knowledge & Memory
NumericalPie
A
license
A
quality
C
maintenance
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexing and querying of knowledge from URLs, PDFs, or TeX files.
Last updated 2026-06-10
4
MIT
brd-enhancer-mcp
Developer Tools RAG Systems Documentation Access
arushsingh17
A
license
A
quality
D
maintenance
Enhances developer tasks by retrieving relevant context from project documentation via a backend API. It enables users to generate enriched task descriptions and prompts by automatically integrating specific technical details from their project documents.
Last updated 2026-04-23
1
MIT
xgmem
Knowledge & Memory RAG Systems Vector Databases
meetdhanani17
A
license
A
quality
D
maintenance
A TypeScript-based MCP server that provides project-specific knowledge graph memory for LLM agents to store and retrieve entities, relations, and observations. It features disk-persistent storage and supports cross-project knowledge sharing to enhance agent long-term memory.
Last updated 2025-07-23
14
9
7
MIT
Dev MCP Prompt Server
Developer Tools RAG Systems Code Execution
LeonNonnast
A
license
B
quality
D
maintenance
A lightweight server that provides curated, high-quality prompts for common development tasks like UI/UX design, project setup, and debugging to enhance AI-powered development workflows.
Last updated 2025-07-28
6
6
1
MIT
WeWork MCP Server
Project Management RAG Systems Search
FOX2920
F
license
B
quality
D
maintenance
A Model Context Protocol server providing access to WeWork project management data, enabling project search, task analysis, and statistics retrieval through Claude and other LLM clients.
Last updated 2025-07-02
6
MemoryMesh
Knowledge & Memory RAG Systems
CheMiguel23
A
license
C
quality
F
maintenance
This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
Last updated 2026-03-01
44
349
MIT