SpecialistLeading unified LLM model gateway, but strictly handles model inference rather than third-party SaaS tool integrations and authentication.

Composio records 2,782,603 monthly visits with +22.8% month-over-month growth and Freemium, Contact for Pricing pricing. Shaped records 11,871 monthly visits with -39.2% growth and Contact for Pricing pricing.

The relevance engine with a built-in feedback loop
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | composio.dev | shaped.ai |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 2.78M (2,782,603) | 11.87K (11,871) |
| MoM Traffic Delta |
| +517.42K (+22.8%) |
| -7.65K (-39.2%) |
| Primary Market & Share | 🇺🇸 United States (28.6%) | 🇺🇸 United States (36.4%) |
|---|
| Direct Visits / mo | 1.24M | 4.73K |
|---|
| User Rating | 4.5 | 4.8 |
|---|
| Supported Platforms | Website | Website |
|---|

Give your AI agents secure, authenticated access to 1,700+ apps
A large catalog of pre-built integrations spanning productivity, CRM, support, engineering, finance, HR, and e-commerce apps, each exposing callable actions to your agent.
Composio runs OAuth flows, stores and refreshes credentials, and enforces per-action permission scopes so agents act only where you allow them.
One managed MCP endpoint that connects Claude, ChatGPT, Codex, Cursor, and other MCP clients to your entire tool catalog in a few clicks.
Start background agents from events occurring across connected apps, so work can begin without a user prompt.

The relevance engine with a built-in feedback loop
Retrieve, filter, score, and re-rank across semantic search, keyword search, and behavioral models in a single SQL-like query.
Blends semantic and keyword retrieval, then re-ranks results by predicted click-through and engagement for each individual user.
ML models retrain on live interaction signals so ranking quality improves automatically as your product generates traffic.
Stream data directly from warehouses, analytics tools, and event pipelines like Snowflake, Kafka, BigQuery, and Shopify with no ETL.
SpecialistLeading unified LLM model gateway, but strictly handles model inference rather than third-party SaaS tool integrations and authentication.


SpecialistWeb search API and crawler built for AI agents
SpecialistAI search and retrieval platform for modern apps and commerce

Free / Open-sourceExceptional open-source gateway for LLM provider routing, but lacks Composio's extensive library of SaaS tool integrations and auth.


Free / Open-sourceOpen-source MCP gateway and pay-per-call catalog, but offers less extensive managed authentication workflows than Composio.

SpecialistRobust TypeScript framework for agent workflows and tools, but requires writing custom integration code instead of pre-built connectors.


Powerful universal API infrastructure for connecting agents to B2B data, but focuses more on unified SaaS data than tool execution.

Excellent managed authentication and event triggers for agent workflows, but less specialized around native MCP gateway protocols.
SpecialistThe managed vector database and knowledge engine for production AI

Search foundation built from embeddings, rerankers, and reader APIs
SpecialistComprehensive enterprise LLM gateway and guardrails, but focuses more on model routing than third-party SaaS tool execution.

SpecialistA memory and continual-learning engine that gives any AI agent persistent context

SpecialistLeading unified LLM model gateway, but strictly handles model inference rather than third-party SaaS tool integrations and authentication.
SpecialistComprehensive enterprise LLM gateway and guardrails, but focuses more on model routing than third-party SaaS tool execution.
SpecialistA memory and continual-learning engine that gives any AI agent persistent context