Memory and context MCP servers

MCP server for minutes — conversation memory for AI assistants. Works with Claude Desktop, Mistral Vibe, Cursor, Windsurf, and any MCP client. Runs locally from the minutes-mcp npm package.

not rated 1.6k +14 yesterday A tokens not measured original MIT

superlog

07

superloglabs/superlog

MCP server Claude CodeCodexCursor +2

Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents. Remote server at api.superlog.sh.

not rated 1.5k +5 2d ago A tokens not measured original Apache-2.0

tradememory-protocol

08

mnemox-ai/tradememory-protocol

MCP server Claude CodeCodexCursor +2

Decision audit trail + persistent memory for AI trading agents. SHA-256 tamper detection, outcome-weighted recall, strategy evolution via MCP. Runs locally from the tradememory-protocol Python package.

not rated 1.4k +2 8d ago A Socket: warn tokens not measured original MIT

personal-model

09

Intuition-Lab/personal-model

MCP server Claude CodeCodexCursor +2

Local-first macOS Runtime for screen-context memory, personal modeling, and MCP. Runs locally from the personal-model Python package.

not rated 1.3k +4 yesterday A tokens not measured original Apache-2.0

deja-vu

10

vshulcz/deja-vu

MCP server Claude CodeCodexCursor +2

Local memory for coding agents: search, MCP recall, auto-recall, secret redaction, SSH sync. Runs locally from the @vshulcz/deja-vu npm package.

not rated 1.2k +60 today A tokens not measured original MIT

token-savior

11

Mibayy/token-savior

MCP server Claude CodeCodexCursor +2

One of 2 in server.json

Optimized MCP server for AI coding agents. Structural codebase navigation + persistent memory engine — 97.9% accuracy at −80% tokens on tsbench. Runs locally from the token-savior-recall Python package. Needs 3 environment variables to run.

not rated 1.2k +9 3d ago A tokens not measured original MIT

shared-sessions

12

AgentWorkforce/relay

MCP server Claude CodeCodexCursor +2

MCP server "shared-sessions" as configured in AgentWorkforce/relay. Launched with agent-relay mcp --sessions-only.

not rated 887 +12 today A tokens not measured original Apache-2.0

projectmem

13

riponcm/projectmem

MCP server Claude CodeCodexCursor +2

Coding agent memory — local-first memory and judgment for AI coding agents. One MCP server for every project; warns before repeating failed fixes. Runs locally from the projectmem Python package.

not rated 866 +5 15d ago A tokens not measured original MIT

memorix

14

AVIDS2/memorix

MCP server Claude CodeCodexCursor +2

Local-first project memory with legacy MCP and 2026 discovery compatibility. Runs locally from the memorix npm package.

not rated 844 +12 today A tokens not measured original Apache-2.0

codebase-memory-mcp

15

suyoumo/ClawProBench

MCP server Claude CodeCodexCursor +2

MCP server "codebase-memory-mcp" as configured in suyoumo/ClawProBench. Launched with codebase-memory-mcp.

not rated 827 +3 1mo ago A tokens not measured original Apache-2.0

vestige

16

samvallad33/vestige

MCP server Claude CodeCodexCursor +2

Local-first memory for AI agents that reaches backward to find a failure's root cause. Runs locally from the vestige-mcp-server npm package.

not rated 652 +3 today A tokens not measured AGPL-3.0

docsagent

17

docsagent/docsagent

MCP server Claude CodeCodexCursor +2

Give AI agents instant, private access to your personal knowledge base. First source: Zotero. Runs locally from the @docsagent/mcp-zotero npm package. Needs 1 environment variable to run.

not rated 574 +54 20d ago A tokens not measured

token-optimizer-mcp

18

ooples/token-optimizer-mcp

MCP server Claude CodeCodexCursor +2

Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%. Runs locally from the @ooples/token-optimizer-mcp npm package. Needs 1 environment variable to run.

not rated 551 +7 today A tokens not measured original MIT

telemem

19

TeleAI-UAGI/telemem

MCP server Claude CodeCodexCursor +2

Long-term & multimodal memory for AI agents — character isolation, video pipeline, MCP server, mem0-compatible. Runs locally from the telemem Python package. Needs 3 environment variables to run.

not rated 494 +1 5d ago A tokens not measured original Apache-2.0

devcodex-memory

20

devcodex-labs/devcodex

MCP server Claude CodeCodexCursor +2

One of 2 in .mcp.json

MCP server "devcodex-memory" as configured in devcodex-labs/devcodex. Runs mcp/memory-server.js with node.

not rated 439 +1 7d ago A tokens not measured AGPL-3.0

atomicmemory

21

atomicstrata/atomicmemory

MCP server Cursor

MCP server "atomicmemory" as configured in atomicstrata/atomicmemory. Runs locally from the atomicmemory-mcp npm package. Needs 7 environment variables to run.

not rated 439 +1 changed 17d ago A tokens not measured

code-context-engine

22

elara-labs/code-context-engine

MCP server Claude CodeCodexCursor +2

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Cursor, Codex, Copilot, Gemini CLI. Local MCP server, free, open source. Runs locally from the code-context-engine Python package.

not rated 432 +5 1mo ago A tokens not measured original MIT

context

23

neuledge/context

MCP server Claude CodeCodexCursor +2

Local-first documentation for AI agents. Offline, instant, private doc retrieval. Runs locally from the @neuledge/context npm package.

not rated 424 +2 today A tokens not measured original Apache-2.0

memophant

24

awizemann/harness

MCP server Claude CodeCodexCursor +2

One of 2 in .mcp.json

MCP server "memophant" as configured in awizemann/harness. Launched with ./.memophant/mcp/memophant-mcp --project-root . --default-project harness.

not rated 356 +1 1mo ago A tokens not measured original MIT