MCP Servers 441

Search the web and fetch pages with sourced results, optimized for AI agents

SAME - Stateless Agent Memory Engine

io.github.sgx-labs/same

B✓Verified

Persistent memory for AI coding agents.

M3 Memory

io.github.skynetcmd/m3-memory

A✓Verified

Local-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@10, hybrid search, GDPR, no cloud.

Memory Journal

io.github.neverinfamous/memory-journal-mcp

B✓Verified

Developer journal with knowledge graphs, relationships, Git context, and semantic search

Neurodivergent Memory

io.github.jmeyer1980/neurodivergent-memory

A✓Verified

Persistent knowledge graph MCP server for neurodivergent thinking.

Semantic code search built for AI agents.

Local Rag

io.github.damoqiongqiu/mcp-local-rag

B✓Verified

Semantic code & doc search with keyword boost.

Agent Knowledge

io.github.keshrath/agent-knowledge

B✓Verified

Cross-session memory for AI agents - knowledge graph, scoring, semantic search

Local Memory

io.github.studiomeyer-io/local-memory-mcp

A✓Verified

Persistent local AI memory.

AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.

Open scientific and engineering knowledge for AI agents: search, evidence, document publishing.

Exam-scored knowledge brains your agent searches over MCP, plus a public list of their gaps.

Heor Agent

io.github.neptun2000/heor-agent

B✓Verified

HEOR MCP server: literature search, CEA, BIA, NMA/MAIC, HTA dossiers (NICE/FDA/EMA/JCA).

Unified web ingestion for AI agents: perceive, discover, search, extract, ingest, watch, convert.

Hot Memory

io.github.michael-denyer/hot-memory-mcp

A✓Verified

Two-tier memory: hot cache (0ms) + semantic search.

Gemini Bridge

io.github.hampsterx/gemini-mcp-bridge

B✓Verified

MCP server wrapping Gemini CLI: query, review, search, structured output, and diff assessment.

Penfield Memory

io.github.penfieldlabs/penfield-mcp

B✓Verified

Persistent memory and knowledge graphs for AI agents.

Claude Bridge

io.github.hampsterx/claude-mcp-bridge

B✓Verified

Wraps Claude Code CLI as MCP tools: query, search, structured, ping, listSessions.

Directory rating websites on AI-agent-friendliness.

Shared knowledge base for AI agents.

Banana Prompts

io.github.Banana-Prompts/banana-prompts-mcp

D✓Verified

MCP server to search Nano Banana prompts from bananaprompts.fun

Scholar RAG MCP

io.github.notwhiteblank/scholar-rag-mcp

A✓Verified

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

Read your Clipy screen recordings: search, transcripts, AI summaries, and key moments with frames.

Code intelligence for coding agents: semantic, AST, graph, and full-text search.