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contextBharat is a developer tool built for the Indian API ecosystem. Its core goal is to reduce “hallucinations” from AI coding assistants when generating integration code for Razorpay, ONDC, UPI, GSTN, and similar services. It injects the latest documentation into editors such as Claude, Cursor, VS Code Copilot, and Windsurf via MCP, so developers can use contextBharat in their prompts to get relevant documentation context.
The product has indexed 120+ libraries, with a focus on Indian payments, open networks, UPI/NPCI, taxation, and related APIs. It provides two MCP tools: resolve-library-id, which resolves a library name into a standard ID, and query-docs, which retrieves relevant documentation snippets within a token budget. In addition to MCP, it also offers a REST API, with the Base URL at https://api.contextbharat.com. Documentation language support includes English, Hindi, Tamil, Telugu, Kannada, and Bengali, making it relatively friendly for local Indian teams.
The free tier requires no registration and no API Key, with a limit of 100 queries/day. Higher quotas require an API Key. Pro users can use a remote MCP Server, avoiding local npx execution while getting lower latency and continuous updates. The available information does not disclose specific pricing, payment methods, SLA, or enterprise plans. It also does not state whether the product is open source or supports self-hosting, so these points still need further confirmation.
Its main advantage is a very clear positioning: it addresses a frequent pain point in AI-assisted coding for Indian API integrations. Setup is simple, with npx @contextbharat/mcp and standard MCP JSON configuration. It is compatible with mainstream AI editors, so migration costs should be low. The downside is that its scope is relatively vertical, with most of its value concentrated in Indian API scenarios. The collected information also lacks production-level details such as version update mechanisms, rate-limit specifics, error handling, and access control.
It is suitable for developers building products for the Indian market, integrating payments, or working with ONDC/UPI/GSTN, as well as teams that rely on AI coding tools such as Cursor, Claude, and VS Code. The available information does not mention access conditions from China, so connectivity to its official website, npm package, API, and remote MCP should be tested in practice. Payment methods are also unknown. If stable access is not available, alternatives include using official API documentation directly, Context7, or a self-built MCP documentation index.
⚠ This review is compiled from public sources and does not constitute a purchase recommendation. Verify all facts on the vendor's official site. Verify on contextbharat.com official site.
contextbharat.com is an India API & Data provider. TG4G tracks its product information, an overall rating of 8.0/10, and a China-accessibility score of China direct-connect friendly. Click "Visit Official Site" to reach contextbharat.com directly.