# reShapr — Turn OpenAPI into MCP Tools (No-code)

> reShapr turns REST/GraphQL/gRPC APIs into MCP tools with context control; verified 86★ and ships a CLI plus `reshapr run` to start the platform.

## Install

Merge the JSON below into your `.mcp.json`:

## Quick Use

```bash
npm install -g @reshapr/reshapr-cli
reshapr run  # starts containers via Docker (README)
reshapr login -s http://localhost:5555 -u admin -p password
reshapr import -u https://raw.githubusercontent.com/open-meteo/open-meteo/refs/heads/main/openapi.yml --backendEndpoint https://api.open-meteo.com
# MCP server endpoint appears under http://localhost:7777/mcp/... (README example).
```

## Intro

reShapr turns REST/GraphQL/gRPC APIs into MCP tools with context control; verified 86★ and ships a CLI plus `reshapr run` to start the platform.

**Best for:** Builders who want agents to call real APIs without sending huge payloads into the context window

**Works with:** Docker (local platform), OpenAPI specs, and any MCP client consuming the generated MCP endpoints

**Setup time:** 10-25 minutes

### Key facts (verified)

- GitHub: 86 stars · 10 forks · pushed 2026-05-13.
- License: Apache-2.0 · owner avatar + repo URL verified via GitHub API.
- README-backed entrypoint: `reshapr run`.

## Main

- Use it when payload size is the bottleneck: transform noisy APIs into slim MCP tools and keep response shaping at the boundary (context control).

- Start from a stable OpenAPI spec: import one known-good spec (like the README example) before wiring production APIs.

- Treat the control plane credentials as dev-only defaults: change them and put the platform behind your internal network boundaries.

### Source-backed notes

- README describes reShapr as an open-source, no-code MCP server that transforms REST/GraphQL/gRPC services into optimized tools.
- README quickstart: install CLI via `npm install -g @reshapr/reshapr-cli`, then `reshapr run` to start containers and a control plane at http://localhost:5555.
- README shows importing an OpenAPI file and mentions a resulting MCP server endpoint under http://localhost:7777/mcp/....

### FAQ

- **Do I need Docker?**: For the local platform path, yes — README says `reshapr run` starts containers via Docker.
- **What protocols are supported?**: README lists REST, GraphQL, and gRPC as inputs for transformation.
- **Can I try it without installing locally?**: Yes — README points to a hosted try site; use it for quick evaluation.

## Source & Thanks

> Source: https://github.com/reshaprio/reshapr
> License: Apache-2.0
> GitHub stars: 86 · forks: 10

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## Quick Use

```bash
npm install -g @reshapr/reshapr-cli
reshapr run  # starts containers via Docker (README)
reshapr login -s http://localhost:5555 -u admin -p password
reshapr import -u https://raw.githubusercontent.com/open-meteo/open-meteo/refs/heads/main/openapi.yml --backendEndpoint https://api.open-meteo.com
# MCP server endpoint appears under http://localhost:7777/mcp/... (README example).
```

## Intro

reShapr 将 REST/GraphQL/gRPC 服务转成 MCP 工具并做上下文控制；已验证 86★，提供 CLI（`npm i -g @reshapr/reshapr-cli`）与本地平台启动命令 `reshapr run`。

**Best for:** 希望 agent 调用真实 API，同时避免把巨量 JSON 塞进上下文窗口的开发者

**Works with:** Docker 本地平台、OpenAPI 规范，以及可消费生成 MCP endpoint 的任意 MCP 客户端

**Setup time:** 10-25 minutes

### Key facts (verified)

- GitHub：86 stars · 10 forks；最近更新 2026-05-13。
- 许可证：Apache-2.0；作者头像与仓库链接均已通过 GitHub API 复核。
- README 中可对照的入口命令：`reshapr run`。

## Main

- 当 payload 太大拖垮上下文时用它：把噪声 API 变成精简的 MCP 工具，把“响应裁剪/过滤”放在边界层完成（context control）。

- 从稳定的 OpenAPI 规范开始：先按 README 的示例导入一个已知可用的 spec，再接入生产 API。

- 把控制台默认账号当作开发态默认值：上线前更改凭据，并放在内网边界内运行。

### Source-backed notes

- README 将 reShapr 定位为开源的无代码 MCP server，用于把 REST/GraphQL/gRPC 服务转成优化后的工具。
- README Quick Start：`npm install -g @reshapr/reshapr-cli` 安装 CLI，`reshapr run` 启动容器，并在 http://localhost:5555 提供控制台。
- README 给出导入 OpenAPI 的命令，并说明会生成可访问的 MCP server endpoint（示例为 http://localhost:7777/mcp/...）。

### FAQ

- **必须用 Docker 吗？**：走本地平台路径需要。README 说明 `reshapr run` 会通过 Docker 启动容器。
- **支持哪些协议？**：README 提到可把 REST、GraphQL、gRPC 服务转成 MCP 工具。
- **能不本地安装先试用吗？**：可以。README 提到在线体验站点，适合快速评估。

## Source & Thanks

> Source: https://github.com/reshaprio/reshapr
> License: Apache-2.0
> GitHub stars: 86 · forks: 10


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Source: https://tokrepo.com/en/workflows/reshapr-turn-openapi-into-mcp-tools-no-code
Author: MCP Hub