Alternatives to Model Context Protocol (MCP)
The top AI companies similar to Model Context Protocol (MCP), ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
- QDQdrant63Artificial IntelligenceBerlin, Germany$87.5M
Snyk85AI Coding AssistantBoston, United States$488.5M- GRGrafana Labs80ObservabilityNew York, United States$1.1B
GitHub77Developer ToolsSan Francisco, United States$100.0M
Together AI76AI InfrastructureSan Francisco, United States$106.0M
Hugging Face76AINew York, United States$395.2M
Grafana Cloud74ObservabilityNew York, United States$2.1B
Mastra72Agentic AISan Francisco, United States$35.5M
Airbyte71Data IntegrationSan Francisco, United States$181.0M
Automattic71Web Development$476.0M- Supabase70DatabaseSan Francisco, United States$933.0M
Posit68Data Science PlatformBoston, United States$169.9M
Starburst67AIBoston, United States$414.0M
Pluralsight67EdTechWestlake, United States$651.6M
YugabyteDB67DatabaseSunnyvale, United States$334.0M- PUPulumi66Infrastructure as CodeSeattle, United States$228.5M
npm65Developer ToolsOakland, USA$10.6M
Gitpod64Developer ToolsTübingen, Germany$28.0M
ClearML64AutoMLTel Aviv, Israel$13.0M
Airweave63Agentic AISan Francisco, United States$6.0M
Trigger Device Inc63AI AgentsLondon, United Kingdom$16.5M
Odigos62Enterprise$13.0M
DragonflyDB62DatabaseTel Aviv, Israel$21.0M
Chainguard62CybersecuritySeattle, United States$385.0M
LiteLLM62Foundation ModelSan Francisco, United States$5.0M- UPUpstash62SaaSSan Jose, United States$11.9M
Liblab62EnterpriseTel Aviv, Israel$42.0M- TOTonic.ai62AISan Francisco, United States$43.0M
Tawkit, Inc.61Agentic AISeattle, United States$27.0M
Appwrite61EnterpriseSan Francisco, United States$37.0M
Chroma61Artificial IntelligenceSan Francisco, United States$20.3M
MariaDB61DatabaseRedwood City, United States$131.0M
Continue61AISan Francisco, United States$70.1M
JetBrains60Software DevelopmentPrague, Czech Republic
Canonical60Open SourceLondon, United Kingdom$348K
Metabase60Data AnalyticsSan Francisco, United States$8.0M- MOMozilla Firefox60InternetSan Francisco, United States$2.3M
Bun59Developer ToolsSan Francisco, United States$7.0M- DADatacurve59Data LabelingSan Francisco, United States$34.2M
pgEdge, Inc.58DatabaseSan Francisco, United States$24.0M
Deepchecks58MLOpsTel Aviv, Israel$18.3M
Axiom Quant58Artificial IntelligenceSan Francisco, United States$264.0M
Cypress58Developer ToolsAtlanta, United States$53.3M
Steel.dev58Developer Tools$17.0M
Xata58DatabaseSan Francisco, United States$35.0M
Backstage57Developer ToolsStockholm, Sweden$63.0M
ChainSafe Systems57Web3Toronto, Canada$18.8M
Treeverse56DataTel Aviv, Israel$47.0M
Auto-GPT56Agentic AI$12.0M
Quotient AI56Artificial IntelligenceBoston, United States$5.5M
PostHog56Analytics PlatformSan Francisco, United States$33.2M
Usekernel56Developer ToolsSan Francisco, United States$22.0M
Mirantis55Cloud InfrastructureCampbell, United States$255.0M
Robusta Dev55DevelopmentTel Aviv, Israel$10.0M- ESEscape55CybersecurityParis, France$21.9M
Solana Foundation55BlockchainZug, Switzerland$250.0M
Tensorlake54Artificial IntelligenceSan Francisco, United States$8.0M
Cerulion54RoboticsSan Francisco, USA$500K
Ariga54EnterpriseTel Aviv, Israel$30.0M
KiloClaw54Artificial Intelligence
| Company | Sector | HQ | Funding | Score |
|---|---|---|---|---|
| QDQdrant | Artificial Intelligence | Berlin, Germany | $87.5M | 63 |
| Snyk | AI Coding Assistant | Boston, United States | $488.5M | 85 |
| GRGrafana Labs | Observability | New York, United States | $1.1B | 80 |
| GitHub | Developer Tools | San Francisco, United States | $100.0M | 77 |
| Together AI | AI Infrastructure | San Francisco, United States | $106.0M | 76 |
| Hugging Face | AI | New York, United States | $395.2M | 76 |
| Grafana Cloud | Observability | New York, United States | $2.1B | 74 |
| Mastra | Agentic AI | San Francisco, United States | $35.5M | 72 |
| Airbyte | Data Integration | San Francisco, United States | $181.0M | 71 |
| Automattic | Web Development | — | $476.0M | 71 |
| Database | San Francisco, United States | $933.0M | 70 | |
| Posit | Data Science Platform | Boston, United States | $169.9M | 68 |
| Starburst | AI | Boston, United States | $414.0M | 67 |
| Pluralsight | EdTech | Westlake, United States | $651.6M | 67 |
| YugabyteDB | Database | Sunnyvale, United States | $334.0M | 67 |
| PUPulumi | Infrastructure as Code | Seattle, United States | $228.5M | 66 |
| npm | Developer Tools | Oakland, USA | $10.6M | 65 |
| Gitpod | Developer Tools | Tübingen, Germany | $28.0M | 64 |
| ClearML | AutoML | Tel Aviv, Israel | $13.0M | 64 |
| Airweave | Agentic AI | San Francisco, United States | $6.0M | 63 |
| Trigger Device Inc | AI Agents | London, United Kingdom | $16.5M | 63 |
| Odigos | Enterprise | — | $13.0M | 62 |
| DragonflyDB | Database | Tel Aviv, Israel | $21.0M | 62 |
| Chainguard | Cybersecurity | Seattle, United States | $385.0M | 62 |
| LiteLLM | Foundation Model | San Francisco, United States | $5.0M | 62 |
| UPUpstash | SaaS | San Jose, United States | $11.9M | 62 |
| Liblab | Enterprise | Tel Aviv, Israel | $42.0M | 62 |
| TOTonic.ai | AI | San Francisco, United States | $43.0M | 62 |
| Tawkit, Inc. | Agentic AI | Seattle, United States | $27.0M | 61 |
| Appwrite | Enterprise | San Francisco, United States | $37.0M | 61 |
| Chroma | Artificial Intelligence | San Francisco, United States | $20.3M | 61 |
| MariaDB | Database | Redwood City, United States | $131.0M | 61 |
| Continue | AI | San Francisco, United States | $70.1M | 61 |
| JetBrains | Software Development | Prague, Czech Republic | — | 60 |
| Canonical | Open Source | London, United Kingdom | $348K | 60 |
| Metabase | Data Analytics | San Francisco, United States | $8.0M | 60 |
| MOMozilla Firefox | Internet | San Francisco, United States | $2.3M | 60 |
| Bun | Developer Tools | San Francisco, United States | $7.0M | 59 |
| DADatacurve | Data Labeling | San Francisco, United States | $34.2M | 59 |
| pgEdge, Inc. | Database | San Francisco, United States | $24.0M | 58 |
| Deepchecks | MLOps | Tel Aviv, Israel | $18.3M | 58 |
| Axiom Quant | Artificial Intelligence | San Francisco, United States | $264.0M | 58 |
| Cypress | Developer Tools | Atlanta, United States | $53.3M | 58 |
| Steel.dev | Developer Tools | — | $17.0M | 58 |
| Xata | Database | San Francisco, United States | $35.0M | 58 |
| Backstage | Developer Tools | Stockholm, Sweden | $63.0M | 57 |
| ChainSafe Systems | Web3 | Toronto, Canada | $18.8M | 57 |
| Treeverse | Data | Tel Aviv, Israel | $47.0M | 56 |
| Auto-GPT | Agentic AI | — | $12.0M | 56 |
| Quotient AI | Artificial Intelligence | Boston, United States | $5.5M | 56 |
| PostHog | Analytics Platform | San Francisco, United States | $33.2M | 56 |
| Usekernel | Developer Tools | San Francisco, United States | $22.0M | 56 |
| Mirantis | Cloud Infrastructure | Campbell, United States | $255.0M | 55 |
| Robusta Dev | Development | Tel Aviv, Israel | $10.0M | 55 |
| ESEscape | Cybersecurity | Paris, France | $21.9M | 55 |
| Solana Foundation | Blockchain | Zug, Switzerland | $250.0M | 55 |
| Tensorlake | Artificial Intelligence | San Francisco, United States | $8.0M | 54 |
| Cerulion | Robotics | San Francisco, USA | $500K | 54 |
| Ariga | Enterprise | Tel Aviv, Israel | $30.0M | 54 |
| KiloClaw | Artificial Intelligence | — | — | 54 |