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Coding agents
Coding and software-engineering agents with source-linked identity and evidence status.
🇮🇳 India-built AI discovery platform
Discover · compare · verify
Find and Compare AI Agents Backed by Evidence
Discover coding, research, automation, voice and business AI agents using verified primary-source evidence, transparent unknowns and dated comparisons.
✓ Primary-source receipts✓ No pay-to-rank✓ Canonical URLs✓ India / Indic coverage
Search verified entities and reviewed authority guides.
✦69verified entities
</>Coding
⌕Research
◉Voice
⚙Automation
⌘Frameworks
◇MCP
one graph · evidence-gated publication
69Verified public entities
74Valid evidence receipts
16Verified model cards
14Evidence-ready comparisons
Explore by category
Find the right agent surface
Categories organize verified records by workflow. They do not imply performance, compliance or ranking.
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Voice agents
Voice-agent platforms. Pricing and latency are unknown unless directly sourced.
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Orchestration
Agent frameworks and orchestration systems.
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Business agents
Agent platforms used in business workflows. No pay-to-rank ordering.
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CRM agents
AI-agent tooling around CRM workflows; field-level verification is required for product claims.
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Customer support agents
Customer-support agent tooling with source-linked records.
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Sales agents
Sales workflow agent tooling. Results and ROI are not estimated without evidence.
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Marketing agents
Marketing workflow tooling. No fabricated performance claims.
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Research agents
Research and browsing agents with source-linked identity.
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Automation agents
Workflow automation and agent orchestration tools.
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Finance AI agents
AI agents applied to finance workflows — bookkeeping, invoicing, reconciliation and reporting. No fabricated ROI or compliance claims.
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Open source AI agents
AI agents with publicly available, licensed source code. Listed by verified repository identity, not by license claim alone.
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Creative & design agents
AI agents applied to graphic design, visual and creative asset generation. No fabricated licensing or usage-rights claims.
Featured verified agents
Real identities, real upstreams
Identity evidence is verified independently from pricing, benchmarks, security and compliance claims.
Open-source software-agent project; this site verifies repository identity separately from editorial capability summaries.
verifiedcodingsoftware-engineering
Open-source coding-agent project with a public upstream repository.
verifiedcodingide
Open-source terminal coding project with a public upstream repository.
verifiedcodingcli
Google-maintained terminal agent project with a public upstream repository.
verifiedcodingcli
Qwen-maintained coding-agent project with a public upstream repository.
verifiedcodingcli
Software-engineering agent research project with a public upstream repository.
verifiedcodingresearch
Authority guides
Start with a question, not a leaderboard
These pages preserve real Search Console demand with substantive canonical answers and dated evidence where the subject is volatile.
Built in India
Indian and Indic model cards
India relevance comes from primary publisher evidence. It is never converted into an automatic sovereignty or compliance badge.
A Mixture-of-Experts text-generation model with a strong India-language focus. Model-card-reported benchmark results are not promoted as independent rankings.
verifiedmodelindiclocal
Large Sarvam model with a first-party model card and downloadable artifacts; publisher benchmarks remain labeled as publisher-reported.
verifiedmodelindiclocal
Base model focused on Hindi, English and Hinglish; the source explicitly notes it is a base model rather than a ready-made chat assistant.
verifiedmodelindichindi
Hindi instruction-tuned model built from OpenHathi and the IndicInstruct dataset.
verifiedmodelindichindi
Instruction-tuned 12B model built on Mistral-NeMo architecture with an India/Indic focus.
verifiedmodelindiclocal
Open-source model/tooling project with a public, non-archived upstream repository (suno-ai/bark). Capability and benchmark claims are not inherited from repository identity and remain unknown unless separately evidenced.
verifiedmodel
Developer infrastructure
Frameworks & MCP
Frameworks and protocol infrastructure stay distinct from end-user agents so evidence is attached to the right object.
Stateful agent-workflow framework with a public upstream repository.
verifiedorchestrationframework
Open-source application and agent framework with a public upstream repository.
verifiedframeworkorchestration
Microsoft-maintained agent framework with a public upstream repository.
verifiedframeworkorchestration
Microsoft agent framework retained as a distinct entity; current lifecycle guidance should be read from its upstream source.
verifiedframeworkmulti-agent
Open-source multi-agent orchestration framework with a public upstream repository.
verifiedframeworkmulti-agent
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Protocol hub
Model Context Protocol
Source-led MCP guidance. Legacy server detail routes stay noindex until canonical upstream and primary evidence qualify them.
toolsresourcesprompts
Machine-readable data
The same evidence, for humans and agents
Every export below is filtered through the same publication gate as the HTML pages — nothing appears here that isn't also indexable on the site.
{}
/catalog.json
The full public catalog — every verified entity across agents, models, frameworks, providers and MCP servers.
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/agents.json · /models.json · /frameworks.json · /providers.json
Per-type slices of the same gated catalog data.
Ai
/llms.txt · /llms-full.txt
Plain-text discovery surfaces built for AI crawlers, listing only indexable pages.
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/api/search
Search the same verified entity graph shown on the site, as JSON.
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/sitemap.xml
The single canonical sitemap — every URL here is indexable; nothing noindex is ever listed.
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How the gate works
The publication rule these exports and the HTML site both obey, explained.
Trust layer
Evidence decides what becomes indexable.
Discovery → normalization → evidence → verification → publication. Donor keywords and old URLs are useful research inputs, but unresolved candidates remain quarantined.