Comparison
Agent-Reach vs MCP-Bridge
Verdict
Pick Agent-Reach when tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; pick MCP-Bridge when tags unique to MCP-Bridge: mcp-server, ai, model-context-protocol, mcp-servers.
Markdown twin · Agent-Reach alternatives · MCP-Bridge alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Agent-Reach | MCP-Bridge |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (214d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No MCP manifest As of today · mcp_manifest |
Tagline
- Agent-Reach
- Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
- MCP-Bridge
- A middleware to provide an openAI compatible endpoint that can call MCP tools
Stars
- Agent-Reach
- 55k
- MCP-Bridge
- 930
Forks
- Agent-Reach
- 4.5k
- MCP-Bridge
- 117
Open issues
- Agent-Reach
- 144
- MCP-Bridge
- 36
Language
- Agent-Reach
- Python
- MCP-Bridge
- Python
Adopt for
- Agent-Reach
- -
- MCP-Bridge
- -
Persona
- Agent-Reach
- -
- MCP-Bridge
- -
Runtime
- Agent-Reach
- -
- MCP-Bridge
- -
License
- Agent-Reach
- MIT
- MCP-Bridge
- MIT
Last pushed
- Agent-Reach
- Jul 10, 2026
- MCP-Bridge
- Dec 8, 2025
Categories
- Agent-Reach
- LLM Frameworks, AI Agents, Developer Tools
- MCP-Bridge
- Developer Tools
Trust and health
Maintenance
- Agent-Reach
- Very active (96%)
- MCP-Bridge
- Slowing (36%)
Days since push
- Agent-Reach
- 0d
- MCP-Bridge
- 214d
Open issues (now)
- Agent-Reach
- 144
- MCP-Bridge
- 36
Full report
- Agent-Reach
- Trust report
- MCP-Bridge
- Trust report
Choose Agent-Reach if…
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers LLM Frameworks, AI Agents.
- More GitHub stars (55k vs 930) - visibility, not fit.
When NOT to use Agent-Reach
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose MCP-Bridge if…
- Tags unique to MCP-Bridge: mcp-server, ai, model-context-protocol, mcp-servers.
- Leaner open-issue backlog (36).
When NOT to use MCP-Bridge
- Last GitHub push was 215 days ago (slowing maintenance, Dec 8, 2025). Validate activity before betting a new project on MCP-Bridge.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Panniantong/Agent-Reach) · observed Jul 11, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 11, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (SecretiveShell/MCP-Bridge) · observed Jul 11, 2026
- GitHub forks (SecretiveShell/MCP-Bridge) · observed Jul 11, 2026
- Last push (SecretiveShell/MCP-Bridge) · observed Dec 8, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Agent-Reach 55k · MCP-Bridge 930 (synced Jul 11, 2026).
Common questions
- What is the difference between Agent-Reach and MCP-Bridge?
- Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. MCP-Bridge: A middleware to provide an openAI compatible endpoint that can call MCP tools. See the comparison table for live GitHub stats and shared categories.
- When should I choose Agent-Reach over MCP-Bridge?
- Choose Agent-Reach over MCP-Bridge when Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers LLM Frameworks, AI Agents; More GitHub stars (55k vs 930) - visibility, not fit.
- When should I choose MCP-Bridge over Agent-Reach?
- Choose MCP-Bridge over Agent-Reach when Tags unique to MCP-Bridge: mcp-server, ai, model-context-protocol, mcp-servers; Leaner open-issue backlog (36).
- When should I avoid Agent-Reach?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid MCP-Bridge?
- Last GitHub push was 215 days ago (slowing maintenance, Dec 8, 2025). Validate activity before betting a new project on MCP-Bridge. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is Agent-Reach or MCP-Bridge more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 930). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent-Reach and MCP-Bridge open source?
- Yes - both are open-source projects on GitHub (Agent-Reach: MIT, MCP-Bridge: MIT).
- Where can I find alternatives to Agent-Reach or MCP-Bridge?
- GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and MCP-Bridge alternatives (Agent-Reach markdown twin, MCP-Bridge markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, Agent-Reach or MCP-Bridge?
- Agent-Reach: Very active. MCP-Bridge: Slowing. 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 Agent-Reach and MCP-Bridge?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; MCP-Bridge trust report.