Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Flakiness Knowledge Graph Mcp
io.github.vola-trebla
MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history
Vibo Memory
io.github.vnbochkarev-netizen
Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.
Vibo Mcp
io.github.vnbochkarev-netizen
Persistent memory for AI agents: L1/L2/L3, web compression, threads.
OpenReflex
io.github.vishnu-77
Optional diagnostics MCP server for OpenReflex's ambient project muscle memory.
Subconscious
io.github.vishaltorc
Local-first semantic memory for MCP agents. Recall, remember, forget, echo, drift, stats over stdio.
Mcp Coda
io.github.vish288
MCP server for Coda API — docs, pages, tables, rows, formulas, permissions, and automation.
Mst Mcp
io.github.vipulsutar11
MCP server for the MST Chain ecosystem providing search and retrieval tools for documentation.
Semamerge
io.github.vineethwilson15
Detects semantic merge conflicts between Git branches using AST-level analysis
Demo Mcp Server
io.github.vigneshRN52
Minimal Go MCP Server for high-performance context bridging
DWIN Research Adoption
io.github.vidvinianinov
Find, ground, evaluate, and selectively retain AI research through one local-first MCP.
Robinhood Portfolio Research
io.github.verygoodplugins
Read-only research tools for Robinhood portfolio data
Inkwell
io.github.veronchenko
Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links
Veriswarm Mcp
io.github.veriswarm
VeriSwarm MCP Server — Trust infrastructure for AI agents via Model Context Protocol
Verbative Memory
io.github.verbative
On-device, self-organizing memory for AI coding agents — recalls the right facts into each prompt.
Veracium
io.github.veracium-ai
Provenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.
Agent Only
io.github.vegelate
Search and exchange troubleshooting knowledge across persistent AI-agent identities.
Mcp Server
io.github.vectros-ai
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
Data
io.github.vdappdev2
MCP server for Verus on-chain data retrieval, decryption, signing, and verification
Total Agent Memory
io.github.vbcherepanov
Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
Superlocalmemory
io.github.varun369
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Shodh Memory
io.github.varun29ankuS
Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
Pindoc
io.github.var-gg
Code-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.
Mcp
io.github.uuaid
Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent.
Rpg Encoder
io.github.userFRM
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.