AgentIndex icon
AgentIndex
opik-mcp logo
opik-mcp
★ 225
vs
mcp-context-forge logo
mcp-context-forge
★ 4.7k

opik-mcp vs mcp-context-forge

opik-mcp: opik-mcp is a Model Context Protocol server that integrates Opik, an LLM observability platform, with AI coding assistants like Claude Code, Cursor, VS Code Copilot, and MCP Inspector. It enables reading traces, scoring, saving prompt versions, and asking Ollie investigative questions directly from chat. Requires Python 3.13+ and uses uvx for execution.; mcp-context-forge: ContextForge MCP Gateway is a feature-rich gateway and proxy that unifies diverse AI services including REST, MCP, and Agent-to-Agent (A2A) protocols into a single, clean endpoint. It offers advanced features like federation, virtual servers, robust authentication, rate-limiting, and comprehensive OpenTelemetry observability.

01

TL;DR

opik-mcp logo
opik-mcpObservability · ★ 225

Query Opik projects and retrieve trace details from chat

Read opik-mcp full review →
mcp-context-forge logo
mcp-context-forgeObservability · ★ 4.7k
When to choose:
  • You need one gateway in front of MCP servers, A2A agents and REST or gRPC services, with federation and virtual servers.
  • You want to wrap REST or gRPC services as MCP tools so MCP clients can use non-MCP backends.
  • You need multi-tenancy with RBAC, rate limiting, OpenTelemetry tracing and an admin UI, deployed by PyPI, Docker, Compose or Helm.
When to skip:
  • You want a small tool: it is broad infrastructure (gateway, registry, proxy, admin UI, multi-tenancy) that you must deploy, secure and operate.
  • You are upgrading from before v0.7.0: the README requires following a migration guide.
  • You want to find setup steps quickly: the README is over 160,000 characters.
Read mcp-context-forge full review →
02

Side-by-Side Comparison

Field
opik-mcp logoopik-mcp
mcp-context-forge logomcp-context-forge
Category
Observability
Observability
Stars
★ 225
★ 4.7k
License
Apache-2.0
Apache-2.0
Install Command
uvx opik-mcp
pip install mcp-contextforge-gateway
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
generative-ai, mcp-server, mcp-servers
MCP Gateway, API Proxy, AI Integration
03

Features

opik-mcp logoopik-mcp
01Supports multiple AI hosts: Claude Code, Cursor, VS Code Copilot, MCP Inspector
02Provides six tools: read, list, ask_ollie, write, schema, run_experiment
03Authenticated access to Opik workspace for read/write operations
04YOLO mode for automatic approval of Ollie's writes with audit logging
05Self-hosted Opik configuration support with environment variables
mcp-context-forge logomcp-context-forge
01Unified Endpoint for diverse AI services (MCP, REST, A2A)
02Federation and Virtualization of APIs (REST/gRPC to MCP)
03Comprehensive Admin UI for management and monitoring
04Robust Authentication, Rate-limiting, and Retries
05Advanced OpenTelemetry Observability
04

Use Cases

opik-mcp logoopik-mcp
↳Query Opik projects and retrieve trace details from chat
↳Score traces or add comments interactively during development
↳Investigate experiment regressions by asking Ollie analytical questions
mcp-context-forge logomcp-context-forge
↳Consolidating various AI models and services (REST, MCP, A2A) behind a single API gateway for client access.
↳Integrating legacy REST or gRPC APIs into an MCP-compliant ecosystem without rewriting them.
↳Deploying a scalable and observable AI gateway in multi-cluster environments, with built-in security and traffic management.
05

Best For

opik-mcp logoopik-mcp
—
mcp-context-forge logomcp-context-forge
EssentialTrending
FAQ

FAQ

What is the difference between opik-mcp and mcp-context-forge?
Both opik-mcp and mcp-context-forge are in the Observability category. opik-mcp has 225 stars, while mcp-context-forge has 4.7k stars.
Which is better, opik-mcp or mcp-context-forge?
The best choice depends on your use case. Choose opik-mcp if Query Opik projects and retrieve trace details from chat, and mcp-context-forge if Consolidating various AI models and services (REST, MCP, A2A) behind a single API gateway for client access..
Is opik-mcp free or open source?
Yes, opik-mcp is open source on GitHub (Apache-2.0).
Is mcp-context-forge free or open source?
Yes, mcp-context-forge is open source on GitHub (Apache-2.0).
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Related

Alternatives to opik-mcp →Alternatives to mcp-context-forge →opik-mcp details →mcp-context-forge details →