"AI-powered IDEs for project analysis and development" matching MCP servers:

mcp-powered-agentic-rag
RAG Systems Search Knowledge & Memory
baazilakhlaque
A
license
-
quality
D
maintenance
An agentic Retrieval-Augmented Generation (RAG) system that combines a small curated machine learning knowledge base with real-time web search capabilities, powered by the Model Context Protocol (MCP).
Last updated 2026-01-13
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
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
MarketScope AI MCP Server
RAG Systems Marketing Research & Data
BigDataTeam5
F
license
-
quality
D
maintenance
Enables AI-powered analysis of healthcare market segments, product comparisons, and sales data insights using natural language processing and retrieval-augmented generation.
Last updated 2025-07-05
2
AI-Powered MCP Server
Communication Autonomous Agents RAG Systems
larryfang
F
license
-
quality
D
maintenance
A full-stack SMS assistant that integrates MessageMedia SMS API with OpenAI's GPT models, enabling AI-driven SMS conversations and message management through function calling and contextual memory.
Last updated 2025-04-25
profile-project
RAG Systems Code Analysis
goosefly99
F
license
-
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
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
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
Hi-AI
Developer Tools Autonomous Agents RAG Systems
su-record
A
license
C
quality
C
maintenance
A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.
Last updated 2026-01-10
35
17
3
MIT
dental-ai
Biology & Medicine AI & Machine Learning RAG Systems
Kannaseka
A
license
-
quality
D
maintenance
Enables AI-powered dental X-ray analysis and treatment planning using YOLOv11 and clinical guideline RAG, integrated with MCP for use with Claude and other AI assistants.
Last updated 2026-01-07
3
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
spring-ai-playground
Developer Tools RAG Systems Testing & QA Tools
spring-ai-community
A
license
-
quality
A
maintenance
Spring AI Playground is a self-hosted web UI platform for building low-code tools and dynamically exposing them via built-in MCP server for AI agents.
Last updated 2026-07-23
129
Apache 2.0
Munin AI Memory
Knowledge & Memory RAG Systems Vector Databases
3d-era
F
license
-
quality
A
maintenance
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Claude Code, OpenClaw, Gemini CLI,...). Unlike other solutions, Munin focuses on developer productivity with: * Multi-Project Support: Isolate memories into separate "brains" (Context Cores). * GraphRAG: Automatically builds a knowledge graph from your context. * Sub-200ms Search: Blazing fast Hybrid & Semantic
Last updated 2026-06-29
3
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
Prior — Knowledge Exchange for
Knowledge & Memory RAG Systems AI & Machine Learning
cg3inc
A
license
A
quality
C
maintenance
Stop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.
Last updated 2026-05-17
5
153
3
Functional Source , Version 1.1, ALv2 Future
AI Memory MCP Server
Knowledge & Memory RAG Systems Autonomous Agents
xiangzi1126
A
license
A
quality
B
maintenance
A persistent, project-scoped memory layer for AI agents, supporting hybrid retrieval (vector, keyword, and tag matching) and sharing across different MCP clients like Claude Code, Qoder, or Cursor.
Last updated 2026-07-15
8
MIT
ai-books-mcp-server
RAG Systems Knowledge & Memory AI & Machine Learning
NvmToxic
A
license
A
quality
C
maintenance
Extends large language model context length up to 60 times using gravitational memory, designed for Claude Code and Anthropic AI models.
Last updated 2026-07-25
8
4
3
MIT
ai-memory-mcp
Knowledge & Memory RAG Systems
zhanpu89
A
license
A
quality
C
maintenance
Provides persistent session memory for AI assistants, enabling them to store, search, and retrieve conversation summaries across sessions via the Model Context Protocol.
Last updated 2026-05-28
10
MIT
grounding-ai
RAG Systems Search
andyliszewski
A
license
A
quality
A
maintenance
Ingests pdf and epub documents for LLM-retrieval (RAG)
Last updated 2026-06-05
2
1
MIT