--- title: "mcp-context-forge vs srpc" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ibm-mcp-context-forge-vs-sogou-srpc" tools: ["ibm-mcp-context-forge", "sogou-srpc"] --- # mcp-context-forge vs srpc *GraphCanon updated Sep 20, 2026* ## Verdict Pick mcp-context-forge if mcp-context-forge is an AI gateway and registry for MCP, A2A, REST/gRPC APIs. It offers centralized discovery, guardrails, management, and optimization for agent and tool calling in Python; pick srpc if srpc is an RPC framework for high-performance inter-service communication in C++, supporting multiple protocols. [mcp-context-forge](https://ibm.github.io/mcp-context-forge/) reports 4.5k GitHub stars, 877 forks, and 929 open issues, last pushed Sep 19, 2026. [srpc](https://github.com/sogou/srpc) has 2.1k stars, 409 forks, and 33 open issues, last pushed Sep 15, 2026. Figures are from public GitHub metadata via [mcp-context-forge's repository](https://github.com/IBM/mcp-context-forge) and [srpc's repository](https://github.com/sogou/srpc). | | [mcp-context-forge](/tools/ibm-mcp-context-forge.md) | [srpc](/tools/sogou-srpc.md) | | --- | --- | --- | | Tagline | AI Gateway and registry for MCP, A2A, REST/gRPC APIs | RPC framework based on C++ Workflow supporting SRPC, brpc, trpc, thrift | | Stars | 4,502 | 2,142 | | Forks | 877 | 409 | | Open issues | 929 | 33 | | Language | Python | C++ | | Adopt for | mcp-context-forge is an AI gateway and registry for MCP, A2A, REST/gRPC APIs. It offers centralized discovery, guardrails, management, and optimization for agent and tool calling in Python. | srpc is an RPC framework for high-performance inter-service communication in C++, supporting multiple protocols. | | Persona | - | - | | Runtime | - | - | | License | Available under the Apache License 2.0 | Apache-2.0 | | Categories | Developer Tools, Evaluation & Observability, Inference & Serving | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [mcp-context-forge](/tools/ibm-mcp-context-forge.md) | [srpc](/tools/sogou-srpc.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 929 | 33 | | Stars delta | +359 (30d) | +3 (30d) | | Open issues delta | -229 (30d) | 0 (30d) | | Full report | [trust report](/tools/ibm-mcp-context-forge/trust.md) | [trust report](/tools/sogou-srpc/trust.md) | ## Shared compatibility - **stdio**: [mcp-context-forge](/tools/ibm-mcp-context-forge.md) - stdio transport; [srpc](/tools/sogou-srpc.md) - stdio transport ## Decision facts: mcp-context-forge - **Pricing:** freemium - Open-source, free to use for both personal and commercial projects. - **Requirements:** Requires Docker; Supports running with Docker for ease of deployment. - **Adopt for:** mcp-context-forge is an AI gateway and registry for MCP, A2A, REST/gRPC APIs. It offers centralized discovery, guardrails, management, and optimization for agent and tool calling in Python. - **License detail:** Available under the Apache License 2.0 ## Decision facts: srpc - **Adopt for:** srpc is an RPC framework for high-performance inter-service communication in C++, supporting multiple protocols. ## Choose when ### Choose mcp-context-forge if… - mcp-context-forge is primarily Python; srpc is C++. - Pricing: Open-source, free to use for both personal and commercial projects.. - Requirements: Requires Docker; Supports running with Docker for ease of deployment.. - Tags unique to mcp-context-forge: agents, ai-gateway, authentication-middleware, devops. - Also covers Evaluation & Observability, Inference & Serving. - mcp-context-forge ships Docker support for self-hosted deployment. - When you need to integrate multiple APIs using a unified endpoint with support for MCP, Agent-to-Agent communication, or REST/gRPC services. ### Choose srpc if… - srpc is primarily C++; mcp-context-forge is Python. - Tags unique to srpc: brpc, opentelemetry, protobuf, rpc. - Use srpc if your project needs integration with Baidu bRPC or Tencent tRPC, as it natively supports these. ## When NOT to use mcp-context-forge - When only REST API support is required, without additional functionality such as MCP or A2A services. - For applications that do not benefit from centralized discovery and management features for AI agents, preferring more decentralized approaches to development. - If your project is built in a language other than Python and integration with third-party plugins is unnecessary. ## When NOT to use srpc - Avoid srpc if your project strictly requires support only for non-supported RPC frameworks like gRPC or GRPC-Web. - Do not use srpc if C++ is not your primary development language, as it heavily relies on this language. - If you prioritize extensive out-of-the-box observability features directly included in the framework, srpc might be less suitable compared to others with more integrated monitoring capabilities. ## Common questions ### What is the difference between mcp-context-forge and srpc? mcp-context-forge: AI Gateway and registry for MCP, A2A, REST/gRPC APIs. srpc: RPC framework based on C++ Workflow supporting SRPC, brpc, trpc, thrift. See the comparison table for live GitHub stats and shared categories. ### When should I choose mcp-context-forge over srpc? Choose mcp-context-forge over srpc when mcp-context-forge is primarily Python; srpc is C++; Pricing: Open-source, free to use for both personal and commercial projects.; Requirements: Requires Docker; Supports running with Docker for ease of deployment.; Tags unique to mcp-context-forge: agents, ai-gateway, authentication-middleware, devops; Also covers Evaluation & Observability, Inference & Serving; mcp-context-forge ships Docker support for self-hosted deployment; When you need to integrate multiple APIs using a unified endpoint with support for MCP, Agent-to-Agent communication, or REST/gRPC services. ### When should I choose srpc over mcp-context-forge? Choose srpc over mcp-context-forge when srpc is primarily C++; mcp-context-forge is Python; Tags unique to srpc: brpc, opentelemetry, protobuf, rpc; Use srpc if your project needs integration with Baidu bRPC or Tencent tRPC, as it natively supports these. ### When should I avoid mcp-context-forge? When only REST API support is required, without additional functionality such as MCP or A2A services. For applications that do not benefit from centralized discovery and management features for AI agents, preferring more decentralized approaches to development. If your project is built in a language other than Python and integration with third-party plugins is unnecessary. ### When should I avoid srpc? Avoid srpc if your project strictly requires support only for non-supported RPC frameworks like gRPC or GRPC-Web. Do not use srpc if C++ is not your primary development language, as it heavily relies on this language. If you prioritize extensive out-of-the-box observability features directly included in the framework, srpc might be less suitable compared to others with more integrated monitoring capabilities. ### Is mcp-context-forge or srpc more popular on GitHub? mcp-context-forge has more GitHub stars (4,502 vs 2,142). Stars measure visibility, not whether either tool fits your constraints. ### Are mcp-context-forge and srpc open source? Yes - both are open-source projects on GitHub (mcp-context-forge: Apache-2.0, srpc: Apache-2.0). ### Where can I find alternatives to mcp-context-forge or srpc? GraphCanon lists graph-backed alternatives at [mcp-context-forge alternatives](/tools/ibm-mcp-context-forge/alternatives) and [srpc alternatives](/tools/sogou-srpc/alternatives) ([mcp-context-forge markdown twin](/tools/ibm-mcp-context-forge/alternatives.md), [srpc markdown twin](/tools/sogou-srpc/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/ibm-mcp-context-forge-vs-sogou-srpc.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, mcp-context-forge or srpc? mcp-context-forge: Very active. srpc: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for mcp-context-forge and srpc? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [mcp-context-forge trust report](/tools/ibm-mcp-context-forge/trust); [srpc trust report](/tools/sogou-srpc/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ibm-mcp-context-forge`](/api/graphcanon/graph?tool=ibm-mcp-context-forge) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_