codingbuddy

Codingbuddy is an MCP server (CLI distributed via npm) that orchestrates multi-agent review and implementation cycles (PLAN → ACT → EVAL, with AUTO mode) to enforce coding quality gates and produce session impact telemetry.

Evaluated Mar 30, 2026 (22d ago)
Homepage ↗ Repo ↗ DevTools ai-agents ai-coding mcp developer-tools typescript code-quality tdd security
⚙ Agent Friendliness
44
/ 100
Can an agent use this?
🔒 Security
27
/ 100
Is it safe for agents?
⚡ Reliability
24
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
55
Documentation
40
Error Messages
0
Auth Simplicity
90
Rate Limits
10

🔒 Security

TLS Enforcement
30
Auth Strength
20
Scope Granularity
20
Dep. Hygiene
40
Secret Handling
30

The README focuses on security review workflows (e.g., OWASP/auth checks) but does not provide evidence of transport security requirements for MCP, auth on the server, fine-grained scope control, or explicit secret-handling/logging protections. Since it runs as a local MCP server, risk centers on how adapters/API credentials are managed and whether sensitive data is logged during telemetry.

⚡ Reliability

Uptime/SLA
0
Version Stability
35
Breaking Changes
40
Error Recovery
20
AF Security Reliability

Best When

You want repeatable quality checks across multiple AI coding tools via a single MCP server workflow and value audit-like session summaries.

Avoid When

You need strict guarantees about security posture, uptime, or formal reliability guarantees without verifying the implementation/docs yourself.

Use Cases

  • Consistent, rules-based AI-assisted coding with multi-domain reviews (security, accessibility, performance, etc.)
  • Quality-gated development workflows (design, implement with TDD, multi-specialist evaluation)
  • Session impact reporting/telemetry for AI coding outcomes

Not For

  • Projects that cannot run local developer tooling or MCP servers
  • Teams looking for a simple single-agent assistant without workflow orchestration
  • Workflows requiring a public hosted API/SDK integration rather than local MCP/CLI execution

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
Yes
SDK
No
Webhooks
No

Authentication

Methods: None specified (local CLI/MCP orchestration)
OAuth: No Scopes: No

The README does not describe an auth mechanism for the MCP server itself. It appears to run locally via npx/nit-based commands and integrates with other AI tools via their adapters.

Pricing

Free tier: No
Requires CC: No

No pricing information is provided in the supplied README excerpt.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • Workflow-oriented orchestration (PLAN/ACT/EVAL/AUTO) may cause multiple tool calls and increased costs; verify adapter behavior per supported AI tool.
  • Quality gates depend on agent/rule correctness; ensure your project context and configuration (codingbuddy.config.json) are appropriate.
  • MCP tool-calling coverage and error semantics are not evidenced in the provided documentation excerpt; integration may require trial and logging.

Alternatives

Full Evaluation Report

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Scores are editorial opinions as of 2026-03-30.

8642
Packages Evaluated
17761
Need Evaluation
586
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