Claude MCP Bridge vs Agy Bridge — MCP Server Comparison | AllMCPs
Side-by-Side Model Context Protocol Comparison
Claude MCP Bridge vs Agy Bridge
In-depth architectural comparison of the Claude MCP Bridge and Agy Bridge MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Claude MCP Bridge
Coding Agents · Local stdio
Quality: 64/100 (Good) | Auth: other
Agy Bridge
Coding Agents · Local stdio
Quality: 65/100 (Great) | Auth: other
Verdict Summary: Choose Claude MCP Bridge if you need specialized Coding Agents tools running via a local process. Choose Agy Bridge if your workspace requires Coding Agents integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Claude MCP Bridge when:
You need dedicated capabilities in the Coding Agents domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: other (BYOK (Pay Provider Direct)).
Wraps Claude Code CLI as MCP tools (query, search, structured, sessions) with subscription-first auth, cost metadata, budget caps, and granular tool sandboxing.
Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CLI (Gemini): file analysis, repo archaeology, web lookups, and adversarial second-opinion code reviews. Quota-aware model failover with cooldowns, per-tool timeouts, and multi-turn session continuity.
Category & Scope
Tools & Capabilities Breakdown
Claude MCP Bridge Tools (5)
query
Execute a prompt via Claude Code CLI with optional file context and session resume. Claude is an AI coding agent that can generate, analyze, refactor, and explain code.
Capabilities: code generation and refactoring, code analysis and explanation, file understanding (text and images), multi-turn conversations via sessionId.
Cost: Default model is Sonnet (~$0.01-0.10/call). Use effort="low" for simple tasks, effort="high" + model="opus" for complex analysis. Set maxBudgetUsd to cap per-call cost (recommended for effort="max" or model="opus").
Tips:
- Set workingDirectory to the target repo for project-aware responses.
- Break complex tasks into focused prompts rather than one large request.
- Resume multi-turn conversations with sessionId from a previous response's metadata.
- Include relevant files via the files parameter for targeted context (text files inlined in prompt, images trigger allowed-tools mode).
- Use noSessionPersistence=true for stateless one-shot calls.
structured
Generate JSON conforming to a provided JSON Schema. Uses Claude CLI's native --json-schema flag for validated output (not client-side validation).
Use for: data extraction from text/files, classification, entity parsing, or any task needing machine-parseable output.
Cost: Similar to query (~$0.01-0.10/call). Schema complexity doesn't significantly affect cost.
Tips:
- Pass the JSON Schema as a JSON string in the schema parameter.
- Schema max size: 20KB. Keep schemas focused for reliable output.
- For extraction tasks, include source text via the files parameter or inline in the prompt.
search
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Claude MCP Bridge is categorized under Coding Agents and uses a local stdio subprocess. In contrast, Agy Bridge belongs to Coding Agents using local stdio subprocess. Select Claude MCP Bridge when you need capabilities focused on coding agents and Agy Bridge when you require tools for coding agents.
Web search via Claude Code CLI using WebSearch and WebFetch tools. Searches the web and synthesizes a comprehensive answer with source URLs.
Use for: current information, documentation lookups, API references, comparing libraries, and research questions.
Cost: Typically ~$0.02-0.05/search with Sonnet.
Tips:
- Ask specific, focused questions for best results.
- Results include source URLs for verification.
- Use maxResponseLength to control response verbosity.
- Increase timeout for complex research queries that may require multiple web fetches.
listSessions
List active Claude CLI sessions tracked by this server. Returns session metadata (IDs, models, timing, turn counts, cumulative cost) for orchestration. Use to check available sessions before resuming with sessionId. No cost (local lookup only).
ping
Health check: verifies Claude CLI is installed and authenticated, reports versions, capabilities, and configuration. No cost (local check only).
Agy Bridge Tools (6)
analyze_files
Delegate file analysis to the Antigravity CLI (Gemini) instead of reading files yourself. USE THIS whenever a file is large (>200 lines) or the task spans more than 3 files: logs, database dumps, generated code, cross-file reviews, comparisons. The files never enter your context — only the answer does.
deep_search
Delegate codebase archaeology to the Antigravity CLI: git log/diff/blame spelunking, wide greps across a repo, 'when/why did X change', 'where is Y used'. USE THIS instead of running many search commands yourself — it saves your context.
web_lookup
Delegate a web/documentation lookup to the Antigravity CLI (Gemini with web access): library docs, API references, error messages, current versions, external knowledge. USE THIS when you need information you don't have or that may be newer than your training data.
adversarial_review
Get an adversarial second opinion from a different model family (Gemini Pro). ALWAYS use this for plan critiques, design reviews, and pre-merge code review: it hunts for flaws, edge cases, security issues, and unstated assumptions you may have missed.
follow_up
Continue a previous Antigravity session by session_id (returned by every other tool). USE THIS for follow-up questions about a prior delegation — the full prior context is already on agy's side, so you don't resend anything.
delegate
Raw delegation to the Antigravity CLI for heavy tasks that don't fit the other tools. agy has full tool access (shell, file reads, web) in the given cwd.