Talk is cheap, show me the Context. mcp-probe-kit is a protocol-level toolkit designed for developers who want AI to understand project intent, choose a precise workflow, and retain validated…
Mcp Probe Kit is an MCP project maintained in the mybolide/mcp-probe-kit repository. The maintainer describes its purpose as “Talk is cheap, show me the Context. mcp-probe-kit is a protocol-level toolkit designed for developers who want AI to understand project intent, choose a precise…”. Read the project documentation for the complete scope.
The documented npm package is mcp-probe-kit. The configuration below comes from the maintainer’s example; adapt its paths and account values to your environment.
The example declares MEMORY_QDRANT_URL, MEMORY_QDRANT_API_KEY, MEMORY_QDRANT_COLLECTION, MEMORY_EMBEDDING_PROVIDER, MEMORY_EMBEDDING_URL, MEMORY_EMBEDDING_MODEL, MEMORY_EMBEDDING_API_KEY, MEMORY_SEARCH_LIMIT, MEMORY_SUMMARY_MAX_CHARS. Secret-looking values have been replaced with placeholders. Required and optional labels are shown only when the documentation states them.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
{
"mcpServers": {
"mcp-probe-kit": {
"command": "npx",
"args": [
"-y",
"mcp-probe-kit@4.0.3"
],
"env": {
"MEMORY_QDRANT_URL": "http://127.0.0.1:50008",
"MEMORY_QDRANT_API_KEY": "YOUR_MEMORY_QDRANT_API_KEY",
"MEMORY_QDRANT_COLLECTION": "mcp_probe_memory",
"MEMORY_EMBEDDING_PROVIDER": "openai-compatible",
"MEMORY_EMBEDDING_URL": "http://127.0.0.1:50012/embeddings",
"MEMORY_EMBEDDING_MODEL": "nomic-ai/nomic-embed-text-v1.5",
"MEMORY_EMBEDDING_API_KEY": "YOUR_MEMORY_EMBEDDING_API_KEY",
"MEMORY_SEARCH_LIMIT": "3",
"MEMORY_SUMMARY_MAX_CHARS": "280"
}
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
| Variable | Description | Required |
|---|---|---|
| MEMORY_QDRANT_URL | Declared in the maintainer’s client configuration. | Yes |
| MEMORY_QDRANT_API_KEY | Declared in the maintainer’s client configuration. | Optional |
| MEMORY_QDRANT_COLLECTION | Declared in the maintainer’s client configuration. | Check documentation |
| MEMORY_EMBEDDING_PROVIDER | Declared in the maintainer’s client configuration. | Check documentation |
| MEMORY_EMBEDDING_URL | Declared in the maintainer’s client configuration. | Check documentation |
| MEMORY_EMBEDDING_MODEL | Declared in the maintainer’s client configuration. | Check documentation |
| MEMORY_EMBEDDING_API_KEY | Declared in the maintainer’s client configuration. | Optional |
| MEMORY_SEARCH_LIMIT | Declared in the maintainer’s client configuration. | Check documentation |
| MEMORY_SUMMARY_MAX_CHARS | Declared in the maintainer’s client configuration. | Check documentation |
메모짱 메모·할 일을 AI로 검색·정리·체크해요. / Search, write and check off notes and to-dos in Memozzang.
채팅으로 후잉 가계부를 관리하세요. 거래 입력·조회, 계정·예산 관리, 손익·재무 보고서를 지원합니다.
나라장터 낙찰정보서비스 Open API를 위한 로컬 MCP 서버
나라장터 사전규격정보서비스 Open API를 위한 로컬 MCP 서버
나라장터 입찰공고정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버
나라장터 사용자정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버