LLM Tools
The layer between a model and a product: prompt and evaluation tooling, model gateways, fine-tuning, retrieval and the monitoring that tells you whether any of it works.
1,790 products tracked, ranked by public go-to-market activity.
Top by activity and momentum
MCPJam
Testing & QA
Tests and debugs MCP servers locally, including OAuth and EMA debugging, cross-client testing, and CI/CD actions for gating PRs on model behavior.
EventNation
Compliance Tools
Reviews hotel event contracts with AI to catch hidden fees, risky clauses, and missing protections
SureStack
LLM Tools
Provides a project memory file to preserve context between AI sessions, monitors autonomous agents, and audits projects for launch readiness
FetchRelay
Data Engineering
Scrapes public websites and PDFs into Markdown, structured data, and crawled datasets with change monitoring
Precog
Data Engineering
Converts fragmented structured and unstructured data into live semantic layers and ontologies for querying via LLMs
Nera Systems
LLM Tools
Provides encrypted chat with commercial LLMs over sensitive data without exposing plaintext
Permitech
LLM Tools
AI observability and evaluation platform that evaluates, monitors and protects GenAI applications and agents and turns offline evals into production guardrails
gravityAI
MLOps
Enterprise AI infrastructure platform for building, deploying and governing multi-model workflows and moving models from proof-of-concept to production
Rapida AI
AI Agents
Open-source voice AI platform for building, deploying, and operating production voice agents across phone, web, WhatsApp, and SIP with bring-your-own STT, TTS, and LLM providers
ContractPower
AI
AI contract intelligence platform that extracts compliance obligations from renewable energy agreements and ISO tariffs and answers questions with clause-level citations
edmxlabs
MLOps
Infrastructure platform for training, simulating, fine-tuning, and operating large-scale AI and LLM systems
Overmind
MLOps
Turns production agent traces into owned specialized models with training, benchmarking, and serving, plus agent mapping, dataset curation, and evals
Deepinvent
AI
Aggregates scientific research and prior art into a knowledge graph and generates provisional patent drafts and invention variants
Interhuman
AI
API and omni-modal model that detects social signals from video, audio, and text to capture how people communicate
3Square
Developer Tools
Organizational memory infrastructure and decision operating system that captures decisions and rationale and supplies intent as context to prevent misaligned decisions at machine speed
AIRUNCODE
Developer Tools
Runs AI coding agents locally to build features, edit files, and auto-fix failing tests with shared memory and context
Mireye
AI Agents
Provides a single API that gives AI agents cited physical-world data, enrichment, proprietary fields, signals and tools to answer location-based questions with verifiable facts
Strunk
LLM Tools
Brings Google Docs comments into AI tools and writes approved edits onto the exact marked spans while preserving comments
VisiScan
SEO Tools
Tests buyer-intent questions across four AI answer engines to measure whether a business is mentioned and which competitors are named instead
MagicResumeAI
Personal Utilities
AI resume builder that converts basic work history into ATS-friendly resumes to get past applicant tracking systems
Streamient
Knowledge Base
Turns scattered notes, decisions, URLs, email, and Git into shared, inspectable AI memory that persists across sessions and tools
Xevol
AI Agents
Turns knowledge and processes into reusable tools people and agents can run with evidence, approval, and publishing
RetainDB
AI Agents
Memory layer for AI agents that stores user preferences, history and corrections and connects Slack, GitHub, docs and tickets into an askable knowledge layer
Spronta
SEO Tools
Audits every page with 148 checks for SEO, accessibility and GEO, tracks citations across AI engines, and provides plain-English fixes before traffic drops
Kortix
AI Agents
Open-source AI management system that centralizes agents, skills, company memory and connectors to build, run and manage autonomous work
Koroverse
Design Tools
AI-powered world-building platform that generates universes, characters and lore and tracks story continuity
Semarize
LLM Tools
Converts call, email and chat transcripts into structured typed signals for CRM enrichment, reporting and automation
Lexi Lumi
Education
AI tool that explains pasted text in any language and builds vocabulary with smart flashcards
GodVale
AI
Provides AI tools for chat, writing, images, voices, video, and companion characters for personal and creative tasks
Valyu
AI Agents
API to search specialist, proprietary and web sources and run multi-step research with cited, structured outputs for finance and science/R&D
Reflex
Developer Tools
Full-stack Python framework and platform for building, testing, and deploying internal tools, data/AI apps, and portals
Goodfire
LLM Tools
Uncovers hidden representations inside neural networks to understand, debug, and design AI models and enable targeted interventions
Colrows
Data Engineering
Autonomously builds and governs a typed semantic graph across the data estate and compiles every agent query through it to prove joins, enforce policies, and emit traceable, dialect-perfect SQL
Forth MCP
LLM Tools
Hosted relay that exposes local, NAT'd, or firewalled MCP servers to AI clients via a secure URL without port forwarding or VPN
ClearML
MLOps
Manages GPU clusters and supports developing, training, orchestrating, and deploying AI/ML and generative AI models
Vertex AI
AI Agents
Platform to build, scale, govern and optimize enterprise AI agents and ML models grounded in enterprise data
Fireworks
LLM Tools
Training and inference platform that transforms open models into specialized models and serves them with optimized throughput and latency
Together AI
LLM Tools
Full-stack AI cloud platform for inference APIs, fine-tuning, custom training, and GPU clusters for open-source models
Glean
AI
Enterprise AI platform that connects to company data to provide search, content creation, data analysis, and automation via assistants and agents
Neo4j
Databases
Graph database and knowledge layer platform that stores and queries connected data to make AI accurate and support GraphRAG and graph analytics
Hive
AI
Suite of pre-trained AI models and APIs to classify, search, moderate, and generate text, image, video, and audio content
SuperAnnotate
MLOps
AI data infrastructure platform to create, label, evaluate and orchestrate training datasets across modalities including RL environments and RLHF/SFT
OpenHands
AI Agents
open-source platform for building and running AI coding agents that automate repetitive engineering tasks
CrewAI
AI Agents
Enterprise agent build and runtime platform for automating long-horizon operational work with multi-agent workflows
LangGraph
AI Agents
Agent runtime and low-level orchestration framework for building reliable agents for complex tasks with state, memory, and control primitives
Rafter
AI Agents
Learns workflows from demonstration and lets team members reuse that knowledge to answer questions and execute routine tasks
IQ Routing
LLM Tools
Gateway that routes each LLM call to the cheapest model that holds quality to cut spend on chatbots, RAG pipelines and agent loops
AgentCloud
Developer Tools
Provides a hosted iOS Simulator that cloud agents can install apps to, observe, operate via UI actions, and verify with logs and recordings through MCP
Backprompter
LLM Tools
Workspace to create AI agents from system prompts, test and evaluate them, and deploy chat UI, API, RAG, voice, and billing without backend code
Spore
LLM Tools
Runs open-weight models on owned hardware with encrypted remote access and provides a distributed network for larger models