POPULARITY RANK 61
RushDB MCP Server
OFFICIAL SERVERStructured, graph-linked memory for AI agents, stored in a RushDB project
327GitHub stars
702/wknpm downloads
61popularity score
Knowledge and memory MCP servers
MCP servers that give an assistant memory across sessions or current documentation to read from.
99 servers, page 3 of 4.
Search capabilities in this directory
POPULARITY RANK 62
SuperLocalMemory
Local, governed long-term memory shared by coding agents, with recall that says when it has no answer
274GitHub stars
838/wknpm downloads
61popularity score
POPULARITY RANK 63
MegaMemory
Per-project knowledge graph a coding agent writes to and searches so it keeps context between sessions
734GitHub stars
173/wknpm downloads
59popularity score
POPULARITY RANK 64
LeanCTX
Local context layer for coding agents: cached, compressed file reads, shell output and session memory
3.9kGitHub stars
1.2k/wknpm downloads
58popularity score
POPULARITY RANK 65
Minutes
Local meeting recording, transcription and recall over Markdown files, exposed to MCP clients
1.6kGitHub stars
1.0k/wknpm downloads
57popularity score
POPULARITY RANK 66
Karakeep MCP Server
OFFICIAL SERVERSearch, save, tag and organise bookmarks, lists and highlights in a Karakeep instance
30kGitHub stars
1.0k/wknpm downloads
56popularity score
POPULARITY RANK 67
PLUR
Local memory store an assistant writes corrections and conventions to and recalls across tools
313GitHub stars
1.4k/wknpm downloads
56popularity score
POPULARITY RANK 68
mcp-sequentialthinking-tools
A step-by-step reasoning scratchpad that also checks model-written tool plans against a given tool list
588GitHub stars
689/wknpm downloads
56popularity score
POPULARITY RANK 69
Storybloq
Ticket, handover and lesson records kept in a repo's .story/ folder for Claude Code and Codex
788GitHub stars
67/wknpm downloads
56popularity score
POPULARITY RANK 70
jDocMunch MCP
Indexes documentation by heading so a coding agent can fetch one section instead of a whole file
206GitHub stars
5.5k/moPyPI downloads
56popularity score
POPULARITY RANK 71
nautilus-compass
Local long-term memory and prompt drift checks for coding agents, with an optional hosted gateway
1.3kGitHub stars
704/moPyPI downloads
55popularity score
POPULARITY RANK 72
Clawdi
OFFICIAL SERVERMemories, past sessions, projects and encrypted vaults from a Clawdi account, as MCP tools
106GitHub stars
610/wknpm downloads
55popularity score
POPULARITY RANK 73
sciverse-mcp-server
OFFICIAL SERVERSearch paper and patent metadata, run semantic retrieval and read full text from the Sciverse platform
129GitHub stars
848/wknpm downloads
55popularity score
POPULARITY RANK 74
marm-memory
Local SQLite memory for coding agents, with recall, a code graph and a concept graph
434GitHub stars
4.1k/moPyPI downloads
54popularity score
POPULARITY RANK 75
tax-law-mcp
Fetches Japanese tax statutes, NTA interpretive circulars and tribunal rulings as source text
98GitHub stars
3.8k/wknpm downloads
54popularity score
POPULARITY RANK 76
Compartment
Encrypted, offline long-term memory vault shared by every MCP client on one computer
570GitHub stars
1.6k/moPyPI downloads
54popularity score
POPULARITY RANK 77
Context
Version-specific library documentation served from local SQLite packages, searchable offline
437GitHub stars
1.8k/wknpm downloads
52popularity score
POPULARITY RANK 78
BC Code Intelligence MCP Server
Business Central and AL development guidance from a bundled knowledge base of specialist personas
95GitHub stars
2.0k/wknpm downloads
52popularity score
POPULARITY RANK 79
DevOps AI Toolkit (dot-ai)
Self-hosted Kubernetes engine for querying, deploying, operating and troubleshooting clusters through MCP
340GitHub stars
306/wknpm downloads
50popularity score
POPULARITY RANK 80
AI DevKit Memory
Local SQLite memory for coding agents to save and look up project rules, conventions and fixes
1.7kGitHub stars
381/wknpm downloads
48popularity score
POPULARITY RANK 81
ClawMem
Local, SQLite-backed memory and hybrid search over your markdown for coding agents
211GitHub stars
190/wknpm downloads
48popularity score
POPULARITY RANK 82
Prism Coder
Local session memory, knowledge graph and Ollama-backed inference for coding agents
156GitHub stars
468/wknpm downloads
48popularity score
POPULARITY RANK 83
basemind
Local Rust index of a repo's code, docs, git history and memory, served to coding agents over MCP
117GitHub stars
378/wknpm downloads
46popularity score
POPULARITY RANK 84
claude-db
Project memory and a code-symbol graph for Claude Code, stored in your own SQLite, Postgres or MongoDB
233GitHub stars
113/wknpm downloads
45popularity score
POPULARITY RANK 85
Vestige
Local memory for AI agents, stored in a signed append-only log, with tools to trace failures back to a cause
660GitHub stars
236/wknpm downloads
44popularity score
POPULARITY RANK 86
TradeMemory Protocol
Local trade journal, outcome-weighted recall and hash-chained decision log for trading agents
1.4kGitHub stars
884/moPyPI downloads
44popularity score
POPULARITY RANK 87
Entroly
Local context selection, compression receipts and work handoffs for coding agents
483GitHub stars
425/wknpm downloads
42popularity score
POPULARITY RANK 88
DeepWiki MCP Server
OFFICIAL SERVERHosted endpoint for browsing and querying DeepWiki's generated docs of public GitHub repositories
40popularity score
POPULARITY RANK 89
SuperSkill
Local project memory, rule-pack routing and worktree cache tools for coding agents
19GitHub stars
311/wknpm downloads
40popularity score
POPULARITY RANK 90
Hatchdoor
Self-hosted server for Markdown and Obsidian-style vaults, with a browser UI and an MCP endpoint
73GitHub stars
10kDocker pulls
39popularity score