DB
Dbgprobe io.github.es617/dbgprobe-mcp-server Let AI agents interact with debug probes — connect, flash, read/write memory, and reset.
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Developer tools Official MCP Registry · PyPI Local MIT
LO
Locus io.github.Nano-Nimbus/locus Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
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Office documents and spreadsheets Official MCP Registry · PyPI Local MIT
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Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.
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Memory and context Official MCP Registry · npm Local 258 a week MIT
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Persistent memory for AI agents — history, context, semantic search, queues. 46 tools, stdio/SSE.
100% up · 30 days
Memory and context Official MCP Registry · npm Local Remote 254 a week SEE-LICENSE-IN
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Shared, persistent memory for AI agents: recall before acting, report outcomes to earn confidence.
100% up · 30 days
Memory and context Official MCP Registry · npm Local Remote 247 a week APACHE-2.0
CU
Cuemap io.github.cuemap-dev/cuemap-mcp Local memory and context retrieval for AI agents through CueMap.
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Memory and context Official MCP Registry · npm Local 243 a week MIT
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ADR drift detection, content safety, and decision memory for architectural decisions
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Memory and context Official MCP Registry · npm Local 236 a week MIT
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Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.
0% up · 30 days
Memory and context Official MCP Registry · npm Local Remote 59 a week APACHE-2.0
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138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt
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Security Official MCP Registry · PyPI Local MIT
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Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.
100% up · 30 days
Memory and context Official MCP Registry · npm Remote 210 a week FSL-1.1-ALV2
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Local encrypted memory for AI: hybrid search, 8 MCP tools, one file you own. Free, no cloud.
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Memory and context Official MCP Registry · npm Local 210 a week BUSL-1.1
AG
Agentled io.github.Agentled/mcp-server Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.
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Memory and context Official MCP Registry · npm Local 209 a week MIT
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Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.
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Memory and context Official MCP Registry · npm Local 55 a week MIT
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Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
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Memory and context Official MCP Registry · npm Local 199 a week APACHE-2.0
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Trustworthy memory and security for AI agents. Memory firewall for any host that writes through it; runtime tool gates on Claude Code, OpenClaw, and Hermes.
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Security npm Local 1.5k a week MIT
LO
Loreweave io.github.lets-order-some-fries/loreweave Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.
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Memory and context Official MCP Registry · npm Local 191 a week MIT
PK
Probe Kit io.github.mybolide/mcp-probe-kit Spec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.
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Memory and context Official MCP Registry · npm Local 181 a week MIT
CO
Contextq io.github.contextq/contextq-mcp Persistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.
100% up · 30 days
Memory and context Official MCP Registry · npm Local Remote 179 a week MIT
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Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.
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Memory and context Official MCP Registry · npm · Go modules Local 49 a week APACHE-2.0
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Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.
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Memory and context Official MCP Registry · npm Local 48 a week APACHE-2.0