--- title: "mcp-language-server vs AgentGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/isaacphi-mcp-language-server-vs-reworkd-agentgpt" tools: ["isaacphi-mcp-language-server", "reworkd-agentgpt"] --- # mcp-language-server vs AgentGPT *GraphCanon updated Jul 11, 2026* ## Verdict Pick mcp-language-server when mcp-language-server is primarily Go; AgentGPT is TypeScript; pick AgentGPT when agentGPT is primarily TypeScript; mcp-language-server is Go. [mcp-language-server](https://github.com/isaacphi/mcp-language-server) reports 1.6k GitHub stars, 138 forks, and 63 open issues, last pushed Mar 1, 2026. [AgentGPT](https://agentgpt.reworkd.ai) has 36k stars, 9.3k forks, and 219 open issues, last pushed Apr 29, 2025. Figures are from public GitHub metadata via [mcp-language-server's repository](https://github.com/isaacphi/mcp-language-server) and [AgentGPT's repository](https://github.com/reworkd/AgentGPT). | | [mcp-language-server](/tools/isaacphi-mcp-language-server.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Tagline | mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics. | Assembler for autonomous AI Agents | | Stars | 1,567 | 36,264 | | Forks | 138 | 9,303 | | Open issues | 63 | 219 | | Language | Go | TypeScript | | Adopt for | - | AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects | | Persona | - | - | | Runtime | - | - | | License | BSD-3-Clause | GPL-3.0 | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [mcp-language-server](/tools/isaacphi-mcp-language-server.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Archived (8%) | | Days since push | 131d | 438d | | Archived on GitHub | No | Yes | | Open issues (now) | 63 | 219 | | Owner type | User | Organization | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/isaacphi-mcp-language-server/trust.md) | [trust report](/tools/reworkd-agentgpt/trust.md) | ## Decision facts: AgentGPT - **Adopt for:** AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects ## Choose when ### Choose mcp-language-server if… - mcp-language-server is primarily Go; AgentGPT is TypeScript. - License: mcp-language-server is BSD-3-Clause, AgentGPT is GPL-3.0. - Tags unique to mcp-language-server: ai, go, language-server-protocol, mcp. ### Choose AgentGPT if… - AgentGPT is primarily TypeScript; mcp-language-server is Go. - License: AgentGPT is GPL-3.0, mcp-language-server is BSD-3-Clause. - Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup. - Also covers AI Agents. - AgentGPT ships Docker support for self-hosted deployment. - When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI ## When NOT to use mcp-language-server - Last GitHub push was 132 days ago (slowing maintenance, Mar 1, 2026). Validate activity before betting a new project on mcp-language-server. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use AgentGPT - Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box - Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment ## Common questions ### What is the difference between mcp-language-server and AgentGPT? mcp-language-server: mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose mcp-language-server over AgentGPT? Choose mcp-language-server over AgentGPT when mcp-language-server is primarily Go; AgentGPT is TypeScript; License: mcp-language-server is BSD-3-Clause, AgentGPT is GPL-3.0; Tags unique to mcp-language-server: ai, go, language-server-protocol, mcp. ### When should I choose AgentGPT over mcp-language-server? Choose AgentGPT over mcp-language-server when AgentGPT is primarily TypeScript; mcp-language-server is Go; License: AgentGPT is GPL-3.0, mcp-language-server is BSD-3-Clause; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers AI Agents; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI. ### When should I avoid mcp-language-server? Last GitHub push was 132 days ago (slowing maintenance, Mar 1, 2026). Validate activity before betting a new project on mcp-language-server. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid AgentGPT? Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment ### Is mcp-language-server or AgentGPT more popular on GitHub? AgentGPT has more GitHub stars (36,264 vs 1,567). Stars measure visibility, not whether either tool fits your constraints. ### Are mcp-language-server and AgentGPT open source? Yes - both are open-source projects on GitHub (mcp-language-server: BSD-3-Clause, AgentGPT: GPL-3.0). ### Where can I find alternatives to mcp-language-server or AgentGPT? GraphCanon lists graph-backed alternatives at [mcp-language-server alternatives](/tools/isaacphi-mcp-language-server/alternatives) and [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) ([mcp-language-server markdown twin](/tools/isaacphi-mcp-language-server/alternatives.md), [AgentGPT markdown twin](/tools/reworkd-agentgpt/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/isaacphi-mcp-language-server-vs-reworkd-agentgpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, mcp-language-server or AgentGPT? mcp-language-server: Slowing. AgentGPT: Archived. 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-language-server and AgentGPT? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [mcp-language-server trust report](/tools/isaacphi-mcp-language-server/trust); [AgentGPT trust report](/tools/reworkd-agentgpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=isaacphi-mcp-language-server`](/api/graphcanon/graph?tool=isaacphi-mcp-language-server) - 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/_