context-engineering MCP servers

80 tagged context-engineering, measured the same way as everything else here.

Browse within: agent-memory 25agentic-ai 17LLM 15mcp-server 14cli 13human-in-the-loop 12knowledge-management 12ai-memory 8developer-productivity 8ai-tools 7code-quality 7context-management 7ai-assisted-development 6ai-for-developers 6

github

01

microsoft/apm

MCP server Claude CodeCodexCursor +2 ✓ vendor

GitHub's hosted MCP server: lets the agent search code, read and create issues and pull requests. Remote server at api.githubcopilot.com.

not rated 4.0k +31 today A tokens not measured original MIT

atomicmemory

02

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 438 +1 changed 15d ago A tokens not measured

chrome-devtools

03

PackmindHub/packmind

MCP server Claude CodeCodexCursor +2

One of 3 in .mcp.json

Lets the agent inspect and automate a live Chrome instance through the DevTools protocol: performance traces, network, console. Runs locally from the chrome-devtools-mcp npm package.

not rated 319 +1 today A tokens not measured original Apache-2.0

contextlattice

04

sheawinkler/ContextLattice

MCP server Claude CodeCodexCursor +2

Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents. Remote server at contextlattice.io.

not rated 154 1mo ago A tokens not measured original Apache-2.0

tiger-cli

05

timescale/tiger-cli

MCP server Claude CodeCodexCursor +2

MCP server "tiger-cli" as configured in timescale/tiger-cli. Runs in Docker (ghcr.io/timescale/tiger-cli:0.25.0). Needs 2 environment variables to run.

not rated 126 +2 changed 17d ago A tokens not measured original Apache-2.0

KIP

06

ldclabs/KIP

MCP server Claude CodeCodexCursor +2

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction. Runs locally from the @ldclabs/kip-mcp-server npm package. Needs 2 environment variables to run.

not rated 87 +1 6d ago A tokens not measured original MIT

clarilayer

07

clarilayer/clarilayer

MCP server Claude CodeCodexCursor +2

Individual-analyst context layer: recall, remember, and reconcile your data and engineering context. Remote server at clarilayer.com.

not rated 82 28d ago A tokens not measured

robrain

08

adelinamart/robrain

MCP server Claude CodeCodexCursor +2

Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach. Runs locally from the robrain npm package. Needs 2 environment variables to run.

not rated 82 9d ago A tokens not measured original Apache-2.0

brain-mcp

09

mordechaipotash/brain-mcp

MCP server Claude CodeCodexCursor +2

SHELET-compliant cognitive prosthetic for AI agents — 25 stratified MCP skills with structural citation discipline. Runs locally from the brain-mcp Python package. Needs 1 environment variable to run.

not rated 79 +1 12d ago A tokens not measured original MIT

axwise-rust

10

AxWise-GmbH/axwise-flow

MCP server Claude CodeCodexCursor +2

MCP server "axwise-rust" as configured in AxWise-GmbH/axwise-flow. Launched with ${PLUGIN_ROOT}/bin/axwise --model-access host.

not rated 62 4d ago A tokens not measured original Apache-2.0

aictx

11

oldskultxo/aictx

MCP server Claude CodeCodexCursor +2

MCP server "aictx" as configured in oldskultxo/aictx. Runs aictx with .venv/bin/python. Needs 1 environment variable to run.

not rated 58 +1 4mo ago A tokens not measured original MIT

engineering-os

12

engineering-os/engineering-os

MCP server Claude CodeCodexCursor +2

MCP server "engineering-os" as configured in engineering-os/engineering-os. Launched with eos serve.

not rated 34 +1 4mo ago A tokens not measured original Apache-2.0

sequential-thinking

13

vlad-ryzhkov/AI-QA-workshop-feb19

MCP server Claude CodeCodexCursor +2

One of 2 in .mcp.json

Adds a structured step-by-step reasoning tool the agent can call to break a problem into revisable thoughts. Runs locally from the @modelcontextprotocol/server-sequential-thinking npm package.

not rated 26 7mo ago A tokens not measured copy · 100% Unlicense

playwright

14

reqvire-org/reqvire

MCP server Claude CodeCodexCursor +2

Lets the agent drive a real browser: open pages, click, type, take screenshots and read the accessibility tree, using Playwright. Runs locally from the @playwright/mcp npm package.

not rated 26 +3 3d ago A tokens not measured copy · 100% Apache-2.0

memory-journal-mcp

15

neverinfamous/memory-journal-mcp

MCP server Claude CodeCodexCursor +2

One of 2 in server.json

MCP server "memory-journal-mcp" as configured in neverinfamous/memory-journal-mcp. Runs in Docker (docker.io/writenotenow/memory-journal-mcp:v1.1.3).

not rated 20 2mo ago A tokens not measured original MIT

mpm-vibe-coding

16

halflifezyf2680/MPM-Coding

MCP server Claude CodeCodexCursor +2

One of 2 in

MCP server "mpm-vibe-coding" as configured in halflifezyf2680/MPM-Coding. Launched with https://github.com/halflifezyf2680/MPM-Coding/releases/download/v1.15.1/mpm-vibe.

not rated 17 1mo ago A tokens not measured original MIT

titen-memory

17

RamaAditya49/titen

MCP server Claude CodeCodexCursor +2

Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1. Runs locally from the titen-memory npm package. Needs 2 environment variables to run.

not rated 16 yesterday A tokens not measured original Apache-2.0

freshcontext

18

PrinceGabriel-lgtm/freshcontext-mcp

MCP server Claude CodeCodexCursor +2

Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness. Runs locally from the freshcontext-mcp npm package.

not rated 12 15d ago A tokens not measured original MIT

grape

19

gael55x/Grape

MCP server Claude CodeCodexCursor +2

MCP server "grape" as configured in gael55x/Grape. Launched with grape mcp --stdio.

not rated 11 3mo ago A tokens not measured original MIT

ctxlint

20

YawLabs/ctxlint

MCP server Claude CodeCodexCursor +2

Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase. Runs locally from the @yawlabs/ctxlint npm package.

not rated 11 +1 6d ago A tokens not measured original MIT

contextgit

21

Mohamedsaleh14/ContextGit

MCP server Claude CodeCodexCursor +2

MCP server "contextgit" as configured in Mohamedsaleh14/ContextGit. Launched with contextgit mcp-server.

not rated 10 10mo ago A tokens not measured original MIT

remem-mcp

22

tinhien11/remem-mcp

MCP server Claude CodeCodexCursor +2

Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file. Runs locally from the remem-mcp npm package.

not rated 9 +1 2d ago A tokens not measured original MIT

ai-context-kit

23

ofershap/ai-context-kit

MCP server Claude CodeCodexCursor +2

Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot. Runs locally from the ai-context-kit npm package.

not rated 8 yesterday A tokens not measured original MIT

athena-protocol

24

n0zer0d4y/athena-protocol

MCP server Claude CodeCodexCursor +2

AI tech lead for coding agents with validation and impact analysis. Runs locally from the @n0zer0d4y/athena-protocol npm package.

not rated 7 9mo ago A tokens not measured original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: