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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Data & Search/data.database

Databases

Query and manage databases.

2.8k records906 liveRefine in search →
anumanaMCP serverMCP
by sinhaKAN-ra
Unknown

Predict query cost, explain the plan, and rewrite it before you run it — 12 DB engines.

Databases
pypi:anumana-mcp · local packagepublished 1 mo ago
AKKO MCP server for TrinoMCP serverMCP
by ab2dridi
Unknown

Read-only MCP server for Trino: queries run as the verified user, and Trino's own policies decide.

DatabasesMarkets & Trading~68%
pypi:akko-mcp-trino · local packagepublished 5 d ago
akasha-mcpMCP serverMCP
by Ahmad Nur Salim
Unknown

A local knowledge base for your coding agents, served over MCP.

Code Generation~100%Databases~80%Filesystem~80%
pypi:akasha-mcp · local packagepublished 2 d ago
ai-odoofinder-mcpMCP serverMCP
Unknown

MCP Server for AI-OdooFinder - Semantic search for Odoo modules in the OCA ecosystem

Vector Search~100%Databases~81%Version Control~75%
pypi:ai-odoofinder-mcp · local packagepublished 11 mo ago
aind-metadata-mcpMCP serverMCP
by Allen Institute for Neural Dynamics
Unknown

MCP server for AIND metadata

Databases~78%
pypi:aind-metadata-mcp · local packagepublished 7 mo ago
aind-data-mcpMCP serverMCP
by Allen Institute for Neural Dynamics
Unknown

Generated from aind-library-template

Databases~100%
pypi:aind-data-mcp · local packagepublished 2 mo ago
aimemory-mcp-serverMCP serverMCP
Unknown

AI Memory MCP Server — persistent memory for AI assistants via Model Context Protocol. Cross-platform search across ChatGPT, Claude, DeepSeek, Gemini & Kimi.

Version Control~100%Agent Memory~100%Databases
pypi:aimemory-mcp-server · local packagepublished 5 mo ago
aika-research-mcpMCP serverMCP
by AIKA Contributors
Unknown

Evidence-driven AI compute industry-chain research MCP server and local SQLite CLI.

Databases
pypi:aika-research-mcp · local packagepublished 5 mo ago
ags-mcp-serverMCP serverMCP
Unknown

Model Context Protocol (MCP) server for Anzo Graph Database with dual API support (5.4 + 6.0+), 50+ tools, discovery capabilities, and comprehensive skill-based workflows

Databases~100%Knowledge Graphs
pypi:ags-mcp-server · local packagepublished 7 mo ago
agent-vault-mcpMCP serverMCP
Unknown

DSA-Optimized AI Knowledge Bank MCP Server

Secrets Management~100%Packages & Dependencies~83%Databases~80%
pypi:agent-vault-mcp · local packagepublished 1 mo ago
agentrecall-mcpMCP serverMCP
Unknown

MCP server for AgentRecall — persistent memory for AI agents

Agent MemoryVector Search~75%Databases~68%Knowledge Graphs~62%
pypi:agentrecall-mcp · local packagepublished 6 mo ago
agentmesh-mcp-serverMCP serverMCP
Unknown

MCP Server for Claude Desktop - Agent OS kernel primitives including code safety verification, CMVK multi-model review, and IATP trust

Databases~73%
pypi:agentmesh-mcp-server · local packagepublished 6 mo ago
agentmesh-mcpMCP serverMCP
Unknown

Multi-agent framework with persistent expert sessions and context isolation — MCP server for Claude Code

Agent OrchestrationCode Documentation~85%Identity & Access~81%Filesystem~80%Databases~79%
pypi:agentmesh-mcp · local packagepublished 5 mo ago
agent-memory-mcp-serverMCP serverMCP
by AiAgentKarl
Unknown

Persistent memory for AI agents — store, retrieve and search knowledge across sessions

Agent MemoryVector SearchDatabases~80%
pypi:agent-memory-mcp-server · local packagepublished 8 mo ago
agentic-memory-mcpMCP serverMCP
Unknown

Agentic Memory Management via MCP — Knowledge Graph for AI agents

CI/CD & Deploy~100%Agent MemoryKnowledge GraphsDatabases~79%Version Control~75%
pypi:agentic-memory-mcp · local packagepublished 6 mo ago
agent-hub-mcpMCP serverMCP
Unknown

Agent Hub MCP — multi-agent task coordination with MCP transport

Agent OrchestrationIdentity & Access~92%Databases~80%Version Control~75%
pypi:agent-hub-mcp · local packagepublished 5 mo ago
agent-group-mcpMCP serverMCP
by Zoltan Nagy
Unknown

Local MCP server + CLI letting multiple MCP clients (Claude Code, OpenCode, Gemini CLI, …) exchange messages over a shared SQLite bus with audit logging.

DatabasesFilesystem~88%Terminal & Shell~78%
pypi:agent-group-mcp · local packagepublished 15 d ago
agent-filetree-memory-mcpMCP serverMCP
by Emilio Esposito
Unknown

Encrypted, capability-scoped, versioned Markdown file-tree memory for MCP agents

DatabasesAgent Memory
pypi:agent-filetree-memory-mcp · local packagepublished 2 mo ago
agent-comms-mcpMCP serverMCP
Unknown

MCP service for permissioned, structured agent-to-agent communications

Databases~83%Identity & Access~78%
pypi:agent-comms-mcp · local packagepublished 2 d ago
agent-bus-mcpMCP serverMCP
Unknown

Local SQLite-backed MCP bus for peer coding agents

DatabasesAgent Orchestration~91%Documentation Lookup~79%
pypi:agent-bus-mcp · local packagepublished 3 mo ago
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database, sql, postgres, postgresql, mysql, sqlite, mongodb, supabase, neon, query

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