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

ramvishvas/prompt-enhancement-mcp-server

MCP server Claude CodeCodexCursor +2

An MCP server that enhances user prompts using AI providers (Anthropic, OpenAI, OpenRouter, Gemini). Runs locally from the prompt-enhancement-mcp-server npm package.

not rated 0 8mo ago A tokens not measured original Apache-2.0

prompt-go

74

rahulraonatarajan/prompt-go-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 1y ago A tokens not measured original Apache-2.0

nmelo/prompter-mcp

MCP server Claude CodeCodexCursor +2

MCP server "server-prompt-refiner" as configured in nmelo/prompter-mcp. Runs locally from the @modelcontextprotocol/server-prompt-refiner npm package.

not rated 0 1y ago A tokens not measured

llm-fallback-mcp

77

KhushalB25/llm-fallback-mcp

MCP server Claude CodeCodexCursor +2

MCP server that completes prompts with automatic provider fallback across OpenAI, Anthropic Claude, and Google Gemini. Handles rate limits, transient errors, and missing keys by trying the next provider in chain. Returns first success with full attempt lo. Runs locally from the llm-fallback-mcp npm package.

not rated 0 3mo ago A tokens not measured original MIT

signalforge-mcp

78

karthikeyGoli/signalforge

MCP server Claude CodeCodexCursor +2

Local-first MCP prompt intent compiler with RAG-backed context retrieval for Codex, Claude Code, Cursor, and generic LLM workflows. Runs locally from the signalforge-mcp npm package.

not rated 0 3mo ago A tokens not measured

prompt-enhancer-mcp

79

nuno-morais/prompt-enhancer-mcp

MCP server Claude CodeCodexCursor +2

Local MCP server that optimizes rough prompt drafts using a local Ollama model. Runs locally from the @nuno-morais/prompt-enhancer-mcp npm package.

not rated 0 3mo ago A tokens not measured

command-map-mcp

80

vinsenzo83/command-map-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server that turns professional tasks into ready-to-use structured prompts. MCP is a standard way for an AI agent to call tools from another program.

not rated 0 3mo ago A tokens not measured original MIT

promptest-mcp

81

cortexresearch/promptest-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 3mo ago A tokens not measured original MIT

local-llm-mcp

82

jgt87/local-llm-mcp

MCP server Claude CodeCodexCursor +2

MCP server "local-llm-mcp" as configured in jgt87/local-llm-mcp. Runs locally from the local-llm-mcp npm package.

not rated 0 1mo ago A tokens not measured copy · 100% MIT

python-mcp

83

yriveiro/python-mcp

MCP server Claude CodeCodexCursor +2

A locally run MCP service for managing prompts, provided as a Python package. Prompts are the instructions given to an AI system.

not rated 0 16d ago A tokens not measured original MIT

contextslim

84

friczerocom-cpu/contextslim-python

MCP server Claude CodeCodexCursor +2

ContextSlim SDK - Smart JSON Context Pruning with x402 Micropayments for LLMs. Runs locally from the contextslim Python package.

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

pvlt

85

KrishBnsl/promptVault

MCP server Claude CodeCodexCursor +2

Open-source prompt versioning, evaluation, and management as an MCP server. Runs locally from the pvlt Python package.

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

clauxel/pydantic-contract-mcp

MCP server Claude CodeCodexCursor +2

A paid remote MCP for Pydantic AI structured output, built to return verdicts, receipts, usage logs. Remote server at pydanticcontract.clauxel.com.

not rated 0 5mo ago A tokens not measured

rtcf

87

hengkp/rtcf-mcp

MCP server Claude CodeCodexCursor +2

Turns rough requests into sharp Role/Task/Context/Format prompts. Thai and English. Remote server at rtcf.happlen.com.

not rated 0 3mo ago A tokens not measured

python-mcp

89

penguyen72/python-mcp

MCP server Claude CodeCodexCursor +2

A local service for managing prompts used by coding agents. Prompts are written instructions that guide an agent’s behaviour.

not rated 0 1y ago A tokens not measured

python-mcp

90

rudushi4/mcp-chatgpt-starter

MCP server Claude CodeCodexCursor +2

A locally running MCP server for managing prompts. MCP is a way for AI assistants to connect to external tools and data.

not rated 0 9mo ago A tokens not measured

llm-router-mcp

91

Devatva24/LLM-Router-MCP

MCP server Claude CodeCodexCursor +2

MCP server that routes prompts across Claude, Gemini, and GPT-4o to minimise token cost. Runs locally from the llm-router-mcp npm package.

not rated 0 6mo ago A tokens not measured