MCP Servers 887

Neo4j GDS Agent

io.github.neo4j-contrib/gds-agent

B✓Verified

Neo4j Graph Data Science MCP server

Paper Format Agent

io.github.zxyasfas/paper-format-agent

B✓Verified

Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.

VelesDB Memory

io.github.cyberlife-coder/velesdb-memory

B✓Verified

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents.

MCP server for SSH remote server management with SSH agent authentication support.

State Memory MCP

io.github.putervision/state-memory-mcp

A✓Verified

Deterministic, persistent graph server for tracking workflow state, decisions, and blockers.

Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search

Gemini Cloud Assist

io.github.GoogleCloudPlatform/gemini-cloud-assist-mcp

B✓Verified

MCP Server for understanding, managing & troubleshooting your GCP environment.

Total Agent Memory

io.github.vbcherepanov/total-agent-memory

A✓Verified◆ advisory

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

Talivia Revenue Analytics

io.github.talivia-group/agent

B✓Verified

Revenue-first analytics installed and verified by AI agents through Talivia

Visual Memory MCP

io.github.putervision/vision-memory-mcp

B✓Verified

Local visual UI cache for AI agents using perceptual hashing + CLIP to cut vision token use.

Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents

io.github.Perseus-Computing-LLC/mimir

A✓Verified

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM.

Memory Vault

io.github.MihaiBuilds/memory-vault

A✓Verified

Local-first AI memory layer with hybrid search.

Perseus Vault — persistent, encrypted memory for AI agents

io.github.Perseus-Computing-LLC/perseus-vault

A✓Verified

Persistent, encrypted, deterministic memory for AI agents.

AEC Model Bridge

io.github.Sam-AEC/aec-model-bridge

B✓Verified

Independent MCP integration for Autodesk Revit software through a local bridge.

Agent Spreadsheet MCPNew

io.github.PSU3D0/agent-spreadsheet

A✓Verified

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

emem, the verifiable memory protocol for the physical world

io.github.Vortx-AI/emem

A✓Verified

Shared memory for AI agents.

Code Memory

io.github.kapillamba4/code-memory

B✓Verified

Local semantic code search with Git history.

lean-memory

io.github.Wuesteon/lean-memory

B✓Verified

Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.

OmniClip RAG

io.github.EllisMorrow/omniclip-rag-mcp

B✓Verified

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

OmniClip RAG

io.github.msjsc001/omniclip-rag-mcp

B✓Verified

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Ai Memory

io.github.alphaonedev/ai-memory

A✓Verified

Persistent memory for any AI — zero token cost until recall

Agent MCP Gateway

io.github.roddutra/agent-mcp-gateway

C✓Verified

On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

Mythos Agent

io.github.mythos-agent/mythos-agent

B✓Verified

Open-source AI security agent: SAST, DAST, and policy-as-code over MCP.