tokens&
For enterprises
Submit a resource
Sign in
tokens&

Find tools, check provider offers, save a build plan, and share your work when you’re ready.

For buildersFor enterprises

For builders

  • Startup credits and perks
  • Agent Skills
  • Publish a project

For enterprises

  • Start free company workspace
  • Submit a tool, product, or perk

Community

  • Community
  • Newsletter
  • Events
Xin

© 2026 tokensand, LLC. All rights reserved.

  • Terms
  • Privacy
  • Security
  • Data Processing
  • Status
  1. Home
  2. Tools
  3. Agent Frameworks
  4. ACI.dev
ACI.dev logo

ACI.dev

Agent Frameworks

Verified Publisher·Pending reviewVerified Adoption·Pending reviewEnterprise Ready·Pending review

Open-source tool-calling and unified MCP platform that connects agents to hundreds of app actions.

Enterprise fit

Public links
Visit WebsiteDocumentation

Developers also use

Generated from similarity, co-save, category, project, and adoption signals.

Klavis AI logo
Klavis AI

Agent Frameworks· klavis.ai

Freemium

MCP integration platform and gateway for connecting AI agents to authenticated third-party tools through hosted and open-source MCP servers.

Why recommended

Highly similar description

Keep evaluating ACI.dev

Comparisons, category adoption data, and shortlist guides that answer the questions this profile raises next.

Weigh ACI.dev against the alternatives

  • ACI.dev alternativesEvery agent frameworks product developers evaluate in place of ACI.dev.
  • ACI.dev vs Klavis AISide-by-side pricing, API surface, and adoption evidence.
  • ACI.dev vs IBM MCP Context ForgeSide-by-side pricing, API surface, and adoption evidence.
  • ACI.dev vs Microsoft Agent FrameworkSide-by-side pricing, API surface, and adoption evidence.

Buyer brief for procurement and architecture review

Source-labeled signals for cost, reliability, security, integration, and adoption proof. Missing compliance evidence is shown as a gap, not guessed.

Compare for enterpriseExport brief
Inferred

Commercial model

Freemium profile signal; exact enterprise terms need buyer review.

View source
Needs verification

Reliability

No status page, uptime, or SLA evidence attached

Needs verification

Security/compliance

No security, trust, or compliance source attached

Source linked

Integration fit

API available with docs/profile signal

View source
Inferred

Adoption proof

Public saves/reviews indicate evaluator interest

Buyer recommendation

Shortlist only after verifying Reliability and Security/compliance.

API signal supports workflow automation.Docs are linked for implementation review.Open-source path can reduce lock-in review.At least one buyer evidence source is linked or verified.

Vendor value loop

Vendors receive anonymous aggregate evaluation demand by default. Account details are shared only after explicit buyer contact or consent.

Request vendor contact

Real data backfill while adoption proof grows

These are source-linked enrichment paths for missing fields. They are treated as proxies until claimed-company data and first-party tokens& adoption events replace them.

GitHub repository APIfreeStars, forks, license, topics, releases, default branch, repo freshness, and public contributor signal.OpenSSF ScorecardfreeOpen-source security posture checks for repos before enterprise review.Wikidata company graphfreeParent company, acquisition, and ownership hints to avoid misleading same-owner comparisons.

Events / Tours

ACI.dev developer events

Hackathons, workshops, office hours, launches, and partner challenges tied to this product.

Claim or partner

No public events yet

Claimed teams can add hackathons, webinars, office hours, and challenges, then measure attendee to usage ROI.

AgentRank trust profile

Public proof buyers and agents can trust

Claim this tool to see who is evaluating it

AgentRank

51

Public signals · ★ 4,899

Trust Score

47

observed

Category Rank

#17

Agent Frameworks · public signals

Protocols

API, SDK

Agent-readable metadata

Tracked Developers

1

Known active developer activity

Profile Status

Unclaimed

Owner action needed

Trust Registry

AgentRank evidence file
observed

Source breakdown

GitHub4,899

68% confidence

Protocol support

APISDK
Adoption over time
Last 8 weeks+33 GitHub stars in 30d · cohort private · trust 47

Timeline appears after verified events.

We do not draw a fake adoption chart before live usage, self-reported proof, or challenge activity exists for this product.

Private (N<7)

active developers

Private (N<7)

verified adoptions

Private (N<7)

retention

Your developer adoption profile is already visible.

Claim it to verify data, add integrations, and unlock adoption intelligence on developers and accounts evaluating ACI.dev.

Claim your tool

Developer identities

See the builders behind saves, docs clicks, API calls, and retained usage.

Talk to sales

Account map

Developer identities, account mapping, retention cohorts, and competitor overlap are available on Growth and Enterprise plans.

About ACI.dev

Open-source tool-calling and unified MCP platform that connects agents to hundreds of app actions.

Resources
ACI.dev websiteLink

Canonical product website verified during daily AI tool intake.

ACI.dev documentationLink

Builder documentation verified during daily AI tool intake.

ACI.dev GitHub repositoryLink

Public source repository used for maintenance and adoption signal checks.

ACI.dev source evidenceLink

Discovery or launch/source signal used for catalog eligibility.

GitHub
4 Resources
GitHub Stats

4,899

Stars

485

Forks

64

Issues

Quick Info
PricingFreemium
Open sourceYes
API availableYes
5,810
561
Open source
Why recommended

Highly similar description

IBM MCP Context Forge logo
IBM MCP Context Forge

Agent Frameworks· ibm.github.io

Open source

MCP, A2A, and API gateway for centralized tool discovery, guardrails, and agent integrations.

Why recommended

Same category

4,512
881
Open source
Why recommended

Same category

Microsoft Agent Framework logo
Microsoft Agent Framework

Agent Frameworks· learn.microsoft.com

Open source

Open Microsoft framework for building, orchestrating, and deploying production AI agents and multi-agent workflows across Python and .NET with MCP/A2A support.

Why recommended

Same category

13,553
2,331
Open source
Why recommended

Same category

API to MCP logo
API to MCP

Agent Frameworks· apitomcp.com

Freemium

Hosted platform for turning REST, GraphQL, SaaS, and internal APIs into authenticated MCP servers and agent tools.

Why recommended

Highly similar description

API available
Why recommended

Highly similar description

  • ACI.dev vs API to MCPSide-by-side pricing, API surface, and adoption evidence.

    • Check the adoption evidence

    • Agent Frameworks developers actually keep usingFiltered to products with verified usage events, cohort breadth, and retention.
    • AgentRank category rankingsHow every category is ordered by adoption proof, trust, and protocol support.
    • Best Open Source AI ToolsShortlist guide for this category, with the tradeoffs written out.

    Own ACI.dev? Generate its adoption badge embed, or claim the profile to send verified usage events.

    Agent-readable protocol evidence raises trust and commercial readiness.

    Benchmark proof

    Benchmark proof pending

    Attach latency, cost, accuracy, reliability, or eval evidence to unlock the performance component.

    Trust gaps

    Verify publisher ownership
    Send SDK/API telemetry
    Attach benchmark evidence

    Enterprise verification can enrich evidence and export proof packages, but cannot buy rank.

    Claim this tool to see who is evaluating it
    Next best action

    Claim ACI.dev before competitors use this profile as proof.

    Connect usage events, resolve developer identities, and see which accounts are evaluating ACI.dev.

    Claim this tool to see who is evaluating it

    Resolve developer activity into companies, teams, and enterprise accounts.

    Talk to sales

    Retention cohorts

    Track first API call through 7/30/90-day retention and expansion.

    Talk to sales

    Competitor overlap

    Find developers evaluating alternatives and switching between tools.

    Talk to sales

    Category benchmark

    Compare activation, retention, and growth against your market.

    Talk to sales

    Recommended actions

    Prioritized DevRel, product, and sales plays based on live adoption signals.

    Talk to sales