A
license-
qualityD
maintenanceProvides persistent memory for AI coding agents through the Model Context Protocol, enabling them to store and retrieve project knowledge across sessions.
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89
MIT
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"Understanding how memory is stored or memory storage methods" matching MCP servers:
Oceanir Memoryofficial
Flicense-qualityDmaintenanceProvides persistent long-term memory for AI coding agents by storing entities, relations, and observations across different sessions. It enables users to manage and query structured knowledge like coding preferences, project patterns, and technical solutions via a graph-based storage system.Last updated1- AlicenseAqualityBmaintenanceProvides coding agents with persistent, evidence-backed project memory and knowledge across sessions, using a structured memory tree and local knowledge base.Last updated6122MIT
- AlicenseBqualityDmaintenanceGives AI coding assistants persistent memory, safety controls, and project awareness by tracking coding sessions, protecting critical files from modifications, and managing approval workflows with automatic changelog generation.Last updated1919MIT
- Alicense-qualityAmaintenancePersistent, local memory for AI coding agents that learns how you work, not just what you said. Supports Claude Code, Codex CLI, Cursor, and any MCP client.Last updated62MIT
- AlicenseBquality-maintenanceProvides repository-scoped safe memory for AI coding agents with just-in-time verification against file changes to ensure facts remain accurate. It links memories to specific code citations and automatically marks them as stale if the underlying source code is modified or deleted.Last updated5
- Alicense-qualityCmaintenanceProvides a file-based, git-friendly memory store for coding agents to persist and recall project-specific lessons, bugs, and conventions via JSON files in the repository.Last updatedMIT
- Alicense-qualityBmaintenancePersistent Memory for AI Coding Agents #1 Ranked on LongMemEvalLast updated191Apache 2.0
- Flicense-qualityDmaintenanceAn in-memory knowledge graph MCP server that gives coding agents structural and semantic recall over codebases by indexing Python source, ADR documents, and project configuration, exposing 7 tools for search, traversal, context retrieval, and natural-language Q&A.Last updated
- Alicense-qualityAmaintenanceA 68-tool MCP server providing persistent memory, error tracking, decision logging, task orchestration, and multi-modal AI generation for coding agents like OpenCode and Claude Code.Last updatedMIT
- Alicense-qualityAmaintenanceA graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that traditional vector stores often miss.Last updated218MIT
- Alicense-qualityBmaintenancePersistent memory for AI coding agentsLast updated191Apache 2.0
- AlicenseAqualityBmaintenanceShared, code-grounded memory for developers and their coding agents. Capture a learning once and the whole team plus every agent recalls it; memory is grounded in your code and stored as git-tracked JSON reviewed in PRs, with citations validated on write and stale memory withheld from recall. Works with any MCP client.Last updated1130GPL 3.0
- AlicenseAqualityDmaintenanceEnables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.Last updated1146,749Sleepycat
MarkdownLM MCP Serverofficial
FlicenseAqualityCmaintenanceProvides a persistent memory and governance layer that allows AI coding agents to query documented architecture rules and validate code against team standards. It enables agents to verify compliance across categories like security and testing before suggesting changes to ensure consistency across development sessions.Last updated317
ejentum-mcpofficial
AlicenseAqualityCmaintenanceExposes the four Ejentum cognitive harnesses (reasoning, code, anti-deception, memory) as MCP tools any agentic client can call. Drop-in scaffolding that catches LLM failure modes like sycophancy, hallucination, and reasoning shortcuts.Last updated422211MIT- AlicenseAqualityAmaintenanceProvides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.Last updated2114,225AGPL 3.0
Cerebras Code MCP Serverofficial
AlicenseAqualityFmaintenanceThis MCP server is designed for planning with Claude Code, Cline, or Cursor and making changes with Cerebras to maximize speed and intelligence while avoiding API limits. It uses the Qwen 3 Coder model for high-quality code generation and can be embedded in IDEs.Last updated151MIT- AlicenseAqualityCmaintenanceSelf-hosted decision memory for AI coding agents. Captures decisions with the alternatives you rejected, and warns before an agent re-proposes a rejected approach.Last updated482Apache 2.0
- AlicenseAqualityAmaintenanceLocal-first, auditable memory for Codex, Claude Code, and MCP clients. It stores scoped user/project memory in SQLite or Postgres, serves read-only recall and inspection tools by default, and supports opt-in governed writeback with review and forget controls.Last updated8958MIT