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Serena logo

Serena

Agent Frameworks

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

MCP toolkit that gives coding agents semantic code retrieval, symbol understanding, and repository editing capabilities.

Enterprise fit

Public links
Visit WebsiteDocumentation

Developers also use

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

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

Keep evaluating Serena

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

Weigh Serena against the alternatives

  • Serena alternativesEvery agent frameworks product developers evaluate in place of Serena.
  • Serena vs IBM MCP Context ForgeSide-by-side pricing, API surface, and adoption evidence.
  • Serena vs MCP InspectorSide-by-side pricing, API surface, and adoption evidence.
  • Serena vs MCP Gateway & RegistrySide-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

Open source 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

Documentation source linked

View source
Needs verification

Adoption proof

No public adoption proof attached

Buyer recommendation

Shortlist only after verifying Reliability and Security/compliance.

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.npm downloads APIfreePublic JavaScript package download trends for SDK/tool adoption proxies.PyPI StatsfreePublic Python package download trends for SDK/tool adoption proxies.Product Hunt APIfreemiumLaunch timing, maker activity, and early-adopter demand signals when products launch publicly.

Events / Tours

Serena 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

50

Public signals · ★ 29,684

Trust Score

44

observed

Category Rank

#28

Agent Frameworks · public signals

Protocols

SDK

Agent-readable metadata

Tracked Developers

0

Known active developer activity

Profile Status

Unclaimed

Owner action needed

Trust Registry

AgentRank evidence file
observed

Source breakdown

GitHub29,684

68% confidence

Protocol support

SDK

Agent-readable protocol evidence raises trust and commercial readiness.

Adoption over time
Last 8 weeks+1,345 GitHub stars in 30d · cohort private · trust 44

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 Serena.

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 Serena

MCP toolkit that gives coding agents semantic code retrieval, symbol understanding, and repository editing capabilities.

Resources
Official repositoryGitHub

Canonical MCP coding toolkit repository.

DocumentationDocs

Repository README documents install, MCP usage, and editor workflows.

Source signalsource

Public source and activity signal from GitHub API.

GitHub
3 Resources
GitHub Stats

29,684

Stars

2,023

Forks

193

Issues

Quick Info
PricingOpen source
Open sourceYes
API availableNo
4,512
881
Open source
Why recommended

Same category

MCP Inspector logo
MCP Inspector

Agent Frameworks· github.com

Open source

Official visual testing and debugging tool for Model Context Protocol servers.

Why recommended

Same category

10,930
1,526
Open source
Why recommended

Same category

MCP Gateway & Registry logo
MCP Gateway & Registry

Agent Frameworks· agentic-community.github.io

Open source

Open-source gateway and registry for governing MCP servers, OAuth access, discovery, and auditable agent tool use.

Why recommended

Same category

936
239
Open source
Why recommended

Same category

Supabase MCP Server logo
Supabase MCP Server

Agent Frameworks· supabase.com

Open source

Official Supabase MCP server that lets AI tools inspect and operate Supabase projects through the Model Context Protocol.

Why recommended

Same category

2,918
407
Open source
Why recommended

Same category

  • Serena vs Supabase MCP ServerSide-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 Serena? Generate its adoption badge embed, or claim the profile to send verified usage events.

    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 Serena before competitors use this profile as proof.

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

    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