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35,188 MCP servers with a hosted endpoint. Nothing to install: copy the URL and connect.

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Mode VC Chart: LLM Leaderboard Top 10: #1 Leads #10 by 18 Points
modevc.com

The gap between Arena's #1 and #10 models fell from 148 points in Feb 2024 to 18. #10 now wins

Data & Analytics
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Mode VC Chart: LLM Rankings by Category: The Hidden Specialists
modevc.com

claude-opus-4-5-20251101-high-32k is #49 overall but #14 in coding. gpt-5.6-terra-xhigh is #52

Data & Analytics
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Mode VC Chart: MCP Adoption: Model Context Protocol SDK Downloads
modevc.com

The MCP SDK had 52.3M npm downloads in the week of 24 Aug, 1.3× the OpenAI SDK and more than

Data & Analytics
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Mode VC Chart: Ollama Downloads: Is Local LLM Adoption Keeping Up?
modevc.com

On npm, Ollama's client fell from 27 to 6.6 downloads per 1,000 cloud lab SDK downloads in 46

Data & Analytics
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Mode VC Chart: Open-Source vs. Closed AI Models: How Big Is the Gap?
modevc.com

The best open model trails the best closed model by 42 Arena points. In a blind vote it would

Data & Analytics
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Mode VC Chart: Open-Weight Models in 2026: How Many Launch Open?
modevc.com

Of 51 named model launches since 6 Jul 2026, 22 stated their weights: 18 closed, 4 open. All

Data & Analytics
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Mode VC Chart: Open Weights vs. Proprietary AI: The Gap Stays at 42 Points
modevc.com

Open weights briefly beat every proprietary model in early 2025 (deepseek-r1); today the best

Data & Analytics
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Mode VC Chart: OpenAI Leaderboard Ranking: 8th Among Labs on Arena
modevc.com

OpenAI was the #1 lab on Arena for 95% of 2024. On 25 Sept 2026 it ranks 8th among labs, and

Data & Analytics
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Mode VC Chart: OpenAI Python Package Downloads: Who Grew Since August
modevc.com

Between 31 Aug–6 Sep and 25 Sep–1 Oct, anthropic's PyPI downloads grew 25% and openai's 14%,

Data & Analytics
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Mode VC Chart: Pre-Seed Valuation Dispersion 2026: Capital Concentration at the Top Decile
modevc.com

The top 10% of pre-seed AI startups command 3.4x higher valuations ($28.0M vs $8.2M) than

Finance
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Mode VC Chart: Vercel AI SDK Downloads vs. the Lab SDKs
modevc.com

The Vercel AI SDK fell from 31 to 23 weekly downloads per 100 downloads of the OpenAI,

Data & Analytics
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Mode VC Chart: Voice AI Models in 2026: Launches by Modality
modevc.com

Audio and speech made 11 of 59 named model launches since 6 Jul 2026, from 6 labs. In the

Data & Analytics
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Mode VC Atlas: 8VC Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for 8VC in

Business & Marketing
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Mode VC Atlas: Atland Ventures Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Minnesota), sector focus, and fund benchmarks for Atland

Business & Marketing
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Mode VC Atlas: B Capital Group Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (New York), sector focus, and fund benchmarks for B Capital

Business & Marketing
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Mode VC Atlas: Battery Ventures Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Massachusetts), sector focus, and fund benchmarks for

Business & Marketing
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Mode VC Atlas: BDC Venture Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Quebec), sector focus, and fund benchmarks for BDC Venture

Business & Marketing
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Mode VC Atlas: Bessemer Venture Partners Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for

Business & Marketing
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Mode VC Atlas: Brighton Park Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Connecticut), sector focus, and fund benchmarks for

Business & Marketing
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Mode VC Atlas: Canaan Partners Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for Canaan

Business & Marketing
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Mode VC Atlas: Catalio Capital Management Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (New York), sector focus, and fund benchmarks for Catalio

Business & Marketing
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Mode VC Atlas: Cathay Innovation Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for Cathay

Finance
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Mode VC Atlas: Creandum Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: Cultivation Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Missouri), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: F-Prime Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Massachusetts), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: Five Elms Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Missouri), sector focus, and fund benchmarks for Five Elms

Finance
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Mode VC Atlas: General Catalyst Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Massachusetts), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: Greycroft Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (New York), sector focus, and fund benchmarks for Greycroft

Finance
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Mode VC Atlas: GV Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for GV in

Finance
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Mode VC Atlas: Hitachi Ventures Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for Hitachi

Finance
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Mode VC Atlas: Inovia Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Quebec), sector focus, and fund benchmarks for Inovia

Finance
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Mode VC Atlas: Insight Partners Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (New York), sector focus, and fund benchmarks for Insight

Finance
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Mode VC Atlas: Khosla Ventures Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for Khosla

Finance
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Mode VC Atlas: Lead Edge Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (New York), sector focus, and fund benchmarks for Lead Edge

Finance
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Mode VC Atlas: Left Lane Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (New York), sector focus, and fund benchmarks for Left Lane

Finance
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Mode VC Atlas: Menlo Ventures Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for Menlo.

Finance
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Mode VC Atlas: New Enterprise Associates (NEA) Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for New.

Finance
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Mode VC Atlas: Northern Light Venture Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: PeakSpan Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: Peterson Partners Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Utah), sector focus, and fund benchmarks for Peterson.

Finance
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Mode VC Atlas: RA Capital Management Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Massachusetts), sector focus, and fund benchmarks for RA.

Finance
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Mode VC Atlas: Radical Ventures Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Ontario), sector focus, and fund benchmarks for Radical.

Finance
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Mode VC Atlas: Redpoint Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: RTP Global Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for RTP.

Finance
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Mode VC Atlas: Salesforce Ventures Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: SOSV Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (New Jersey), sector focus, and fund benchmarks for SOSV in.

Finance
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Mode VC Atlas: Summit Partners Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Massachusetts), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: SV Health Investors Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Massachusetts), sector focus, and fund benchmarks for SV.

Finance
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Mode VC Atlas: TCV Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for TCV in.

Finance
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Mode VC Atlas: Translink Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: Vivo Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (California), sector focus, and fund benchmarks for Vivo.

Finance
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Mode VC Atlas: Volition Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (Massachusetts), sector focus, and fund benchmarks for

Finance
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Mode VC Atlas: White Star Capital Partner & Fund Intelligence
modevc.com

Query partner roster, headquarters (New York), sector focus, and fund benchmarks for White.

Finance
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Mode VC Investor Atlas: 3,650+ VC Firms & 13,000+ Partners
Mode VC Investor Atlas: 3,650+ VC Firms & 13,000+ Partners
modevc.com

Search 3,650+ institutional venture capital firms and 13,000+ partners by stage, sector, and HQ.

Finance
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Mode VC LLM Token Economics & Model Release Velocity
Mode VC LLM Token Economics & Model Release Velocity
modevc.com

Query empirical frontier LLM release velocity, inference token deflation, and enterprise AI spend.

Data & Analytics
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Mode VC: AI Venture Research Charts & Investor Atlas
Mode VC: AI Venture Research Charts & Investor Atlas
modevc.com

Query 38 empirical AI market charts, evaluate distribution defensibility, and search 3,650+ VCs

Business & Marketing
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Mode VC: Pre-Seed Venture Capital Firms & Valuation Benchmarks
modevc.com

Search institutional pre-seed venture capital firms, partner profiles, and valuation.

Finance
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Mode VC: Seed Stage Venture Capital Firms & Check Size Atlas
modevc.com

Search institutional seed venture capital firms, partner profiles, and valuation benchmarks on.

Finance
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Mode VC: Series A Institutional Venture Capital Firms & Partners
modevc.com

Search institutional series-a venture capital firms, partner profiles, and valuation.

Finance
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Mode VC: Series B Growth Venture Capital Firms & Benchmarks
modevc.com

Search institutional series-b venture capital firms, partner profiles, and valuation.

Finance
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New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.