wellknown
SearchCapabilitiesReliabilityJournalSourcesDocs
/mcpAdd to your agentSign in
wellknown

A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

Product
  • Search
  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
  • Network status
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/code

Code

Software development, review and analysis.

2.3k records569 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
verdict-mcpMCP serverMCP
by Dgotlieb
Unknown

Sandboxed test runs for coding agents: compact typed verdicts with failure fingerprints and history

Testing
pypi:verdict-mcp · local packagepublished 14 d ago
Unreal Engine API DocumentationMCP serverMCP
by Codeturion
Unknown

Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.

Code Documentation
pypi:unreal-api-mcp · local packagepublished 2 mo ago
Unity API DocumentationMCP serverMCP
by Codeturion
Unknown

Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.

Code Documentation
pypi:unity-api-mcp · local packagepublished 2 mo ago
readme-generator-ai-mcpMCP serverMCP
by CSOAI-ORG
Unknown

Readme Generator Ai MCP Server by MEOK AI Labs

Code Documentation
pypi:readme-generator-ai-mcp · local packagepublished 3 mo ago
jupyter-mcp-serverMCP serverMCP
by ChengJiale150
Unknown

A powerful MCP server for AI-driven Jupyter Notebook management and execution

Code Execution
pypi:better-jupyter-mcp-server · local packagepublished 11 mo ago
TrainToolsMCP serverMCP
by AparajeetS
Unknown

Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

Debugging
pypi:traintools · local packagepublished 2 mo ago
oswrightMCP serverMCP
by Ask-812
Unknown

Windows desktop automation that re-reads only what changed: 7x fewer tokens per task.

TestingOCRDesktop Control
pypi:oswright · local packagepublished 13 d ago
meok-cra-art14-reporter-mcpMCP serverMCP
by CSOAI-ORG
Unknown

MEOK CRA Article 14 Reporter MCP — actively-exploited-vulnerability notification with 24h/72h/14d

Security Review~100%
https://api.meok.ai/v1/governance/cra-art14-reporterpublished 2 mo ago
CodeCortex Context EngineMCP serverMCP
by BehnamJalaliCo
Unknown

Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.

Code Generation~100%
pypi:codecortex-context-engine · local packagepublished 4 d ago
cisa-kev-mcpMCP serverMCP
by CSOAI-ORG
Unknown

CISA Known Exploited Vulnerabilities feed + remediation deadlines for US federal + critical infr...

Security Review
pypi:cisa-kev-mcp · local packagepublished 2 mo ago
api-docs-generator-ai-mcpMCP serverMCP
by CSOAI-ORG
Unknown

Api Docs Generator Ai MCP Server by MEOK AI Labs

Code Documentation~100%Documentation Lookup
pypi:api-docs-generator-ai-mcp · local packagepublished 2 mo ago
Code Sandbox APIMCP serverMCP
by Br0ski777
Unknown

Execute Python, JavaScript, SQL code in a sandbox. x402 micropayment.

Code Execution~100%
https://code-sandbox.api.klymax402.com/mcp
1ClawAgentA2A
by 1Claw, Inc.
Unknown

HSM-backed secret management and multi-chain transaction signing for AI agents. Store secrets, sign transactions, and proxy LLM traffic through a Trusted Execution Environment.

Secrets ManagementIdentity & AccessCode ExecutionPayments~64%
https://api.1claw.co
AmalgixAgentA2AMCP
by Amalgix
Unknown

Cross-model evidence pipeline for AI agents. Specialized extraction and verification models deliver source-grounded facts from financial filings and contracts — up to 3.8x cheaper than calling frontier models directly. Public paid workflows: analyze_public_filing, review_contract_risks, and analyze…

TranslationLocalizationWriting & EditingCode Review~100%Data Extraction
https://amalgix.io/mcp
vibescan-mcp-serverMCP serverMCP
by Aguantar
Unknown

MCP server for VibeScan — scan projects for leaked secrets and security issues

Code Review~100%Secrets Management
pypi:vibescan-mcp-server · local packagepublished 6 mo ago
ui-ticket-mcpMCP serverMCP
by 0ics-srls
Unknown

Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.

Code Review
pypi:ui-ticket-mcp · local packagepublished 2 mo ago
pyspark-mcpMCP serverMCP
by AnnasMazhar
Unknown

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

Databases~94%Cloud Platforms~94%Refactoring~69%
pypi:pyspark-tools · local packagepublished 10 d ago
mcp-soraMCP serverMCP
by AceDataCloud
Unknown

MCP server for OpenAI Sora AI video generation

Code GenerationVideo Generation~87%
https://sora.mcp.acedata.cloud/mcppublished 11 d ago
mcp-server-analyzerMCP serverMCP
by Anselmoo
Unknown

MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome

Security Review~75%
oci:ghcr.io/anselmoo/mcp-server-analyzer:0.4.1 · local packagepublished 9 d ago
docvetMCP serverMCP
by Alberto-Codes
Unknown

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

Code Review~100%Code DocumentationSecurity Review~75%CI/CD & Deploy~75%Version Control~64%
pypi:docvet · local packagepublished 6 d ago
← Previouspage 108 of 115Next →
Machine query
GET /api/v1/search?capability=code&status=live
Aliases

code, coding, programming, software