context engineering mcp servers

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.

445 yesterday A tokens not measured copy · 100% MIT

figma

05

ai-driven-dev/framework

MCP server Claude CodeCodexCursor +2

MCP server "figma", hosted remotely at mcp.figma.com, as configured in ai-driven-dev/framework.

445 yesterday A tokens not measured original MIT

mcp-server

06

PackmindHub/packmind

MCP server Claude CodeCodexCursor +2

Packmind captures, scales, and enforces your organization's technical decisions. Remote server at app.packmind.ai.

306 3d ago A tokens not measured original Apache-2.0

omega-memory

07

omega-memory/omega-memory

MCP server Claude CodeCodexCursor +2

MCP server "omega-memory" as configured in omega-memory/omega-memory. Launched with python3.11 -m omega.server.mcp_server.

211 +1 6d ago A tokens not measured original Apache-2.0

contextlattice

08

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.

152 5d ago A tokens not measured original Apache-2.0

tiger-cli

09

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:0.22.0). Needs 2 environment variables to run.

116 4d ago A tokens not measured original Apache-2.0

clarilayer

10

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.

92 22d ago A tokens not measured

githits

11

githits-com/githits-cli

MCP server Claude CodeCodexCursor +2

MCP server "githits", hosted remotely at mcp.githits.com, as configured in githits-com/githits-cli.

87 2d ago A tokens not measured original Apache-2.0

KIP

12

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.

82 yesterday A tokens not measured original MIT

robrain

13

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.

81 26d ago A tokens not measured original Apache-2.0

brain

14

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.

68 12d ago A tokens not measured original MIT

brain-mcp

15

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.

68 12d ago A tokens not measured original MIT

perseus-vault

16

Perseus-Computing-LLC/perseus-vault

MCP server Claude CodeCodexCursor +2

MCP server "perseus-vault" as configured in Perseus-Computing-LLC/perseus-vault. Runs in Docker (ghcr.io/perseus-computing-llc/perseus-vault:2.23.2).

67 yesterday A tokens not measured original MIT

archcore

17

archcore-ai/cli

MCP server Claude CodeCodexCursor +2

MCP server "archcore" as configured in archcore-ai/cli. Launched with archcore mcp.

61 14d ago A tokens not measured original Apache-2.0

aictx

18

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.

57 2mo ago A tokens not measured original MIT

lwc

19

JanYork/llm-wiki-cli

MCP server Claude CodeCodexCursor +2

MCP server "lwc" as configured in JanYork/llm-wiki-cli. Launched with lwc serve --mcp.

48 5d ago A tokens not measured original Apache-2.0

perseus

20

Perseus-Computing-LLC/perseus

MCP server Claude CodeCodexCursor +2

Live workspace context engine for AI assistants — resolve before context. Runs locally from the perseus-ctx Python package.

42 yesterday A tokens not measured original MIT

context7

21

vlad-ryzhkov/AI-QA-workshop-feb19

MCP server Claude CodeCodexCursor +2

Gives the agent up-to-date documentation and code examples for libraries and frameworks, fetched on demand so answers are not stuck at the model's training cutoff. Runs locally from the @upstash/context7-mcp npm package.

25 5mo ago A tokens not measured copy · 86% Unlicense

sequential-thinking

22

vlad-ryzhkov/AI-QA-workshop-feb19

MCP server Claude CodeCodexCursor +2

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.

25 5mo ago A tokens not measured copy · 100% Unlicense

vitest

23

nguyenthienthanh/aura-frog

MCP server Claude CodeCodexCursor +2

A Model Context Protocol server for Vitest test execution and management. Runs locally from the @djankies/vitest-mcp npm package.

24 7d ago A tokens not measured original MIT

firebase

24

nguyenthienthanh/aura-frog

MCP server Claude CodeCodexCursor +2

Command-Line Interface for Firebase. Runs locally from the firebase-tools npm package.

24 7d ago A tokens not measured original MIT