Prompting MCP servers

101 tagged Prompting, measured the same way as everything else here.

Browse within: LLM 17mcp-server 11cursor 9copilot 8model-context-protocol 8instructions 7prompt-engineering 7

mcp-prompt-cleaner

49

dacebt/mcp-py-prompt-cleaner

MCP server Claude CodeCodexCursor +2

MCP server "mcp-prompt-cleaner" as configured in dacebt/mcp-py-prompt-cleaner. Runs locally from the mcp-prompt-cleaner Python package.

not rated 1 1y ago A tokens not measured original MIT

polyprompt

50

DisSa12/polyprompt

MCP server Claude CodeCodexCursor +2

MCP server "polyprompt" as configured in DisSa12/polyprompt. Launched with polyprompt mcp.

not rated 1 3mo ago A tokens not measured original MIT

compactprompt

51

gtkcyber/compact_prompt

MCP server Claude CodeCodexCursor +2

Easy-to-use prompt & data compression for LLM workflows. Runs locally from the compactprompt Python package.

not rated 0 2mo ago A tokens not measured original MIT

prompt-compass

52

rishabhmpc/prompt-compass-mcp

MCP server Claude CodeCodexCursor +2

Decision-only prompt routing and firewall checks for local/cloud routing, PII and jailbreak risk. Runs locally from the @mpcfintech/prompt-compass-mcp npm package. Needs 1 environment variable to run.

not rated 0 2mo ago A tokens not measured

json-promptor-mcp

53

ahopo/json-promptor-mcp

MCP server Claude CodeCodexCursor +2

MCP server "json-promptor-mcp" as configured in ahopo/json-promptor-mcp. Runs locally from the @ahopo/json-promptor-mcp npm package.

not rated 0 5mo ago A tokens not measured

AiAgentKarl/prompt-library-mcp-server

MCP server Claude CodeCodexCursor +2

Community-driven library of tested prompts and MCP tool configurations — npm for AI agent configs. Runs locally from the prompt-library-mcp-server Python package.

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

keepmyprompts-mcp

56

simopet/keepmyprompts-mcp

MCP server Claude CodeCodexCursor +2

MCP server "keepmyprompts-mcp" as configured in simopet/keepmyprompts-mcp. Runs locally from the keepmyprompts-mcp npm package.

not rated 0 2mo ago A tokens not measured original MIT

python-mcp

57

akream/mcppython

MCP server Claude CodeCodexCursor +2

A local MCP prompt-management service written for the Python MCP package. MCP is a standard way for an AI assistant to call tools and use connected services.

not rated 0 1y ago A tokens not measured

zxw94FE/mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for optimizing and enhancing prompts for better AI interactions. Runs locally from the @zhaixiaowei/mcp-prompt-optimizer npm package.

not rated 0 1y ago A tokens not measured

v1truv1us/verbalized-sampling-mcp

MCP server Claude CodeCodexCursor +2

MCP server for injecting Verbalized Sampling prompts into subagents, commands, and skills. Runs locally from the verbalized-sampling-mcp npm package.

not rated 0 6mo ago A tokens not measured

bedrock-prompts-mcp

60

mslangford/bedrock-prompts-mcp

MCP server Claude CodeCodexCursor +2

MCP server "bedrock-prompts-mcp" as configured in mslangford/bedrock-prompts-mcp. Runs locally from the bedrock-prompts-mcp Python package.

not rated 0 11mo ago A tokens not measured original MIT

j0hanz/prompt-tuner-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server that refines and improves user prompts for AI-optimal readability. Runs locally from the @j0hanz/prompt-tuner-mcp-server npm package.

not rated 0 9mo ago A tokens not measured

grandinh/mcp-prompt-optimizer

MCP server Claude CodeCodexCursor +2

MCP server "mcp-prompt-optimizer" as configured in grandinh/mcp-prompt-optimizer. Runs locally from the @local/mcp-prompt-optimizer npm package.

not rated 0 11mo ago A tokens not measured original MIT

mcp-server

63

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

prompt-enhancer-mcp

64

arushsingh17/mcp

MCP server Claude CodeCodexCursor +2

MCP server "prompt-enhancer-mcp" as configured in arushsingh17/mcp. Runs locally from the prompt-enhancer-mcp Python package.

not rated 0 5mo ago A tokens not measured

cuebit

65

GeofreyMuindeMunguti/cuebit-mcp

MCP server Claude CodeCodexCursor +2

Prompt Versioning and Management for GenAI. Runs locally from the cuebit Python package.

not rated 0 6mo ago A tokens not measured

vibe-prompt-mcp

66

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

Divyesh-freelance/llm-prompt-optimizer

MCP server Claude CodeCodexCursor +2

MCP server "llm-prompt-optimizer" as configured in Divyesh-freelance/llm-prompt-optimizer. Launched with llm-prompt-optimizer serve --transport stdio. Needs 3 environment variables to run.

not rated 0 5mo ago A tokens not measured original MIT

simple-prompts-mcp

68

sinofseven/simple-prompts-mcp

MCP server Claude CodeCodexCursor +2

Simple Prompt MCP Server. Runs locally from the simple-prompts-mcp Python package.

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

fastmcp-me/perplexity-advanced-mcp

MCP server Claude CodeCodexCursor +2

Advanced MCP tool for Perplexity and OpenRouter API integration. Supports both simple and complex queries with file attachments. Built with AI-first development approach using Cline, Cursor, and Wispr Flow. Runs locally from the perplexity-advanced-mcp Python package.

not rated 0 9mo ago A tokens not measured fork

promptbin

70

ianphil/promptbin

MCP server Claude CodeCodexCursor +2

Easy-to-use MCP server for prompt management with web interface and secure sharing. Runs locally from the promptbin Python package.

not rated 0 9mo ago A tokens not measured original MIT

langfuse-mcp

71

jurislm/langfuse-mcp

MCP server Claude CodeCodexCursor +2

JurisLM Langfuse MCP Server — Prompt Management + Traces/Observations 查詢. Runs locally from the @jurislm/langfuse-mcp npm package.

not rated 0 today A tokens not measured

thinkprompt-mcp

72

Honeyfield-Org/thinkprompt-mcp

MCP server Claude CodeCodexCursor +2

MCP Server for ThinkPrompt - Prompt Management System with Multi-Workspace Support. Runs locally from the @honeyfield/thinkprompt-mcp npm package.

not rated 0 6mo ago A tokens not measured