prompt-engineering MCP servers

26 tagged prompt-engineering, measured the same way as everything else here.

Browse within: model-context-protocol 11LLM 6openclaw 6

github/awesome-copilot

MCP server Claude CodeCodexCursor +2 ✓ vendor

MCP server "github-agentic-workflows" as configured in github/awesome-copilot. Launched with gh aw mcp-server.

not rated 40k +199 yesterday A tokens not measured original MIT

promptfoo

02

promptfoo/promptfoo

MCP server Cursor

TypeScript Execute (tsx): Node.js enhanced with esbuild to run TypeScript & ESM files. Runs locally from the tsx npm package.

not rated 26k +189 today A Socket: pass tokens not measured original MIT

github

03

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 +33 yesterday A tokens not measured original MIT

k8s-mcp-server

04

VersusControl/devops-ai-guidelines

MCP server Claude CodeCodexCursor +2

MCP server "k8s-mcp-server" as configured in VersusControl/devops-ai-guidelines. Launched with ${workspaceFolder}/code/04/bin/k8s-mcp-server.

not rated 1.6k +5 23d ago A tokens not measured original MIT

chemistry

05

AlterLab-IEU/AlterLab-Academic-Skills

MCP server Claude CodeCodexCursor +2

The fast, Pythonic way to build MCP servers and clients. Runs locally from the fastmcp Python package.

not rated 76 +2 3d ago A tokens not measured original MIT

takomi-flow

06

J-StaR-Films-Studios/VibeCode-Protocol-Suite

MCP server Claude CodeCodexCursor +2

MCP server "takomi-flow" as configured in J-StaR-Films-Studios/VibeCode-Protocol-Suite. Runs scripts/mcp-server.mjs with node.

not rated 24 yesterday A tokens not measured original ISC

promptheus

07

abhichandra21/Promptheus

MCP server Claude CodeCodexCursor +2

AI-powered prompt engineering CLI tool. Runs locally from the promptheus Python package. Needs 8 environment variables to run.

not rated 17 4d ago A tokens not measured original MIT

dgenio/contextweaver

MCP server Claude CodeCodexCursor +2

Context firewall + tool router for MCP and tool-heavy AI agents. Runs locally from the contextweaver Python package.

not rated 9 5d ago A tokens not measured original Apache-2.0

shinkuro

09

DiscreteTom/shinkuro

MCP server Claude CodeCodexCursor +2

Universal prompt loader MCP server. Runs locally from the shinkuro Python package.

not rated 3 8mo ago A tokens not measured original MIT archived

mcp

10

promptibus/mcp

MCP server Claude CodeCodexCursor +2

Model intelligence for AI agents — syntax, params, pricing for 67+ generative AI models. Runs locally from the @promptibus/mcp npm package. Needs 2 environment variables to run.

not rated 3 5mo ago A tokens not measured original MIT

meta-prompt-mcp

11

kapillamba4/meta-prompt-mcp

MCP server Claude CodeCodexCursor +2

An MCP server that acts as a Prompting Oracle — advice from official Prompting Guides. Runs locally from the meta-prompt-mcp Python package.

not rated 3 5mo ago A tokens not measured original MIT

hermes

12

jozrftamson/hermes-figma-prompt-hub

MCP server Claude CodeCodexCursor +2

MCP server "hermes" as configured in jozrftamson/hermes-figma-prompt-hub. Runs /path/to/hermes-figma-prompt-hub/mcp/server.py with python3. Needs 1 environment variable to run.

not rated 2 today A tokens not measured

library

13

Onnson/context-overflow

MCP server Claude CodeCodexCursor +2

Describe what's going wrong with your AI; get the named technique both of you can read. No auth. Remote server at contextoverflow.org.

not rated 0 2mo ago A tokens not measured

mcp-server

14

PromStack-1/mcp-server

MCP server Claude CodeCodexCursor +2

PromStack MCP Server - Connect Claude Desktop and other MCP clients to your prompts. Runs locally from the @promstack-1/mcp-server npm package.

not rated 0 9mo ago A tokens not measured

vibe-prompt-mcp

15

saurabhjambure-pixel/vibe-prompt-mcp

MCP server Claude CodeCodexCursor +2

Fix your vibe coding prompts before they reach the AI. Scores and rewrites across 4 dimensions — no API key, no server, just npx. Runs locally from the vibe-prompt-mcp npm package.

not rated 0 6mo ago A tokens not measured original MIT

vertex

16

hzy9981/vertex-ai-mcp-bridge

MCP server Claude CodeCodexCursor +2

Divmod Vertex is the first implementation of the Q2Q protocol, which is a peer-to-peer communication protocol for establishing stream-based communication between named endpoints. Runs locally from the vertex Python package.

not rated 0 7d ago A tokens not measured original Apache-2.0

soloflow

17

halexzd686-cloud/SoloFlow

MCP server Claude CodeCodexCursor +2

A file-based work manual for saving procedures and carrying them out step by step. Its description is in Chinese and does not specify the available procedures.

not rated 0 20d ago A tokens not measured original MIT

kumihimo

18

tzavislan/kumihimo

MCP server Claude CodeCodexCursor +2

MCP server "kumihimo" as configured in tzavislan/kumihimo. Runs locally from the kumihimo Python package.

not rated 0 23d ago A tokens not measured original MIT

image3-prompt-mcp

19

gpt-img-2/image3-prompt-mcp

MCP server Claude CodeCodexCursor +2

MCP server "image3-prompt-mcp" as configured in gpt-img-2/image3-prompt-mcp. Runs locally from the image3-prompt-mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

cdance-prompt-mcp

20

gpt-img-2/cdance-prompt-mcp

MCP server Claude CodeCodexCursor +2

MCP server "cdance-prompt-mcp" as configured in gpt-img-2/cdance-prompt-mcp. Runs locally from the cdance-prompt-mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

gpt-img-2/opensora2-prompt-mcp

MCP server Claude CodeCodexCursor +2

MCP server "opensora2-prompt-mcp" as configured in gpt-img-2/opensora2-prompt-mcp. Runs locally from the opensora2-prompt-mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

gpt-img-2/chinavideoai-prompt-mcp

MCP server Claude CodeCodexCursor +2

MCP server "chinavideoai-prompt-mcp" as configured in gpt-img-2/chinavideoai-prompt-mcp. Runs locally from the chinavideoai-prompt-mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

seevido-prompt-mcp

23

gpt-img-2/seevido-prompt-mcp

MCP server Claude CodeCodexCursor +2

MCP server "seevido-prompt-mcp" as configured in gpt-img-2/seevido-prompt-mcp. Runs locally from the seevido-prompt-mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

gpt-img-2/see-dance-2-prompt-mcp

MCP server Claude CodeCodexCursor +2

MCP server "see-dance-2-prompt-mcp" as configured in gpt-img-2/see-dance-2-prompt-mcp. Runs locally from the see-dance-2-prompt-mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT