Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Null Shot's Typescript Vibework (Framework) for Serverless AI Agents ๐ NullShot - Typescript Agent Framework <div align="center"> <h3>Building the future of AI Agent Interoperability</h3> <p><i>Pre-Alpha: This project is in active development.</i></p> </div> $1 $1 Welcome to a new paradigm in AI development. MCP provides the foundation for building intelligent, interoperable agents that can communicate, evolve, and generate value at the edge of the network. Vision We're extending $1 Published capability contract available. No trust telemetry is available yet. 13 GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
typescript-agent-framework is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Null Shot's Typescript Vibework (Framework) for Serverless AI Agents ๐ NullShot - Typescript Agent Framework <div align="center"> <h3>Building the future of AI Agent Interoperability</h3> <p><i>Pre-Alpha: This project is in active development.</i></p> </div> $1 $1 Welcome to a new paradigm in AI development. MCP provides the foundation for building intelligent, interoperable agents that can communicate, evolve, and generate value at the edge of the network. Vision We're extending $1
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 13 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Null Shot
Artifacts
0
Benchmarks
0
Last release
0.1.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 13 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/null-shot/typescript-agent-toolkit.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Null Shot
Protocol compatibility
MCP
Auth modes
mcp, api_key, oauth
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
13 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
npm install -g @nullshot/cli
bash
nullshot create mcp
bash
nullshot create agent
bash
nullshot init
bash
nullshot install
bash
nullshot dev
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Null Shot's Typescript Vibework (Framework) for Serverless AI Agents ๐ NullShot - Typescript Agent Framework <div align="center"> <h3>Building the future of AI Agent Interoperability</h3> <p><i>Pre-Alpha: This project is in active development.</i></p> </div> $1 $1 Welcome to a new paradigm in AI development. MCP provides the foundation for building intelligent, interoperable agents that can communicate, evolve, and generate value at the edge of the network. Vision We're extending $1
Welcome to a new paradigm in AI development. MCP provides the foundation for building intelligent, interoperable agents that can communicate, evolve, and generate value at the edge of the network.
We're extending Cloudflare's vision for AI Agents with a focus on web3 and MCPs as plugins:
This project is in pre-alpha and actively evolving. Current focus areas:
Get started with the Null Shot CLI to create MCP servers and AI agents:
npm install -g @nullshot/cli
nullshot create mcp
nullshot create agent
nullshot init
nullshot install
nullshot dev
This framework supports 6 major AI providers with dynamic model fetching and official SDK integration:
| Provider | Latest Models | SDK | Dynamic | API Key |
|:----------------|:-------------------------------------------------|:----------------------|:--------|:-----------|
| OpenAI | GPT-4o, GPT-4o-mini, GPT-3.5-turbo | @ai-sdk/openai | โ
| โ
|
| Anthropic | Claude Opus 4.1, Claude Sonnet 4, Claude 3.7 | @ai-sdk/anthropic | โ
| โ
|
| DeepSeek | DeepSeek-Chat, DeepSeek-Coder | @ai-sdk/deepseek | โ
| โ
|
| Workers AI | Llama 3.1/3.2, Gemma 2, Mistral 7B (~49 models) | workers-ai-provider | โ
| Cloudflare |
| Gemini | Gemini 1.5 Pro Latest, Gemini 1.5 Flash Latest | @ai-sdk/google | โ
| โ
|
| Grok | Grok-4, Grok-3, Grok-3-mini, Grok-2-1212 | @ai-sdk/xai | โ
| โ
|
examples/playground-showcase - Full-featured chat interfaceexamples/simple-prompt-agent - Server-side AI agentpackages/playground - Reusable UI componentsComprehensive documentation is available at Null Shot Docs:
This repository uses an automated release workflow following semantic versioning:
For detailed information about our release process, see .github/RELEASE_PROCESS.md.
We welcome contributions! Our vision is to create a collaborative ecosystem where AI and human developers work together. Soon, we'll have an AI agent to audit and govern contributions based on our shared vision.
If you're interested in contributing, please:
MIT License - see the LICENSE file for details.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key, oauth
Streaming
Yes
Data region
global
Protocol support
Requires: mcp, lang:typescript, streaming
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key",
"oauth"
],
"requires": [
"mcp",
"lang:typescript",
"streaming"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": true,
"inputSchemaRef": "https://github.com/null-shot/typescript-agent-toolkit#input",
"outputSchemaRef": "https://github.com/null-shot/typescript-agent-toolkit#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:11.619Z",
"sourceUpdatedAt": "2026-02-24T19:46:11.619Z",
"freshnessSeconds": 4433260
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T03:13:52.333Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
}
],
"flattenedTokens": "protocol:MCP|supported|contract"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:11.619Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key, oauth",
"href": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:11.619Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/null-shot/typescript-agent-toolkit#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:11.619Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Null Shot",
"href": "https://github.com/null-shot/typescript-agent-toolkit",
"sourceUrl": "https://github.com/null-shot/typescript-agent-toolkit",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "13 GitHub stars",
"href": "https://github.com/null-shot/typescript-agent-toolkit",
"sourceUrl": "https://github.com/null-shot/typescript-agent-toolkit",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-null-shot-typescript-agent-toolkit/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to typescript-agent-framework and adjacent AI workflows.