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Evidence-backed tools for AI agents.

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MCP Server

Only tested or caveated evidence counts.

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Showing 8 of 8 components

Qdrant MCP

MCP
Qdrant
84/100

Official Qdrant MCP server for vector database operations, enabling AI agents to manage collections, upsert points, and...

vector-dbqdrantembeddings+1
Mar 25, 20261.5k1 recipe

Alaya Mcp

MCP
SecurityRonin
82/100

Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall

developmentsecurityroninalaya+2
May 27, 202613

Codeweaver

MCP
Knitli
82/100

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

developmentknitlicodeweaver+2
May 27, 202612

Docs

MCP✓ VERIFIED
Stimulsoft
82/100

Stimulsoft Reports & Dashboards docs MCP server. Semantic search for all platforms.

developmentstimulsoftdocs+2
May 27, 2026

IMAGIN.studio API Docs

MCP
IMAGIN Studio
82/100

Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.

developmentimaginstudiodocs+2
May 27, 20261

Accessibility Audit Skill

SKILL
CldKit Team
79/100

WCAG 2.1 accessibility scanning for web applications with remediation guidance.

accessibilitywcaga11y+2
Mar 10, 20261 recipe

LlamaCloud MCP

MCP
LlamaIndex
78/100

MCP server for LlamaCloud that provides AI agents with managed RAG retrieval, document parsing, and knowledge base searc...

llamaindexragretrieval
Mar 25, 20262251 recipe

Pinecone MCP

MCP✓ VERIFIED
Pinecone
78/100

Official Pinecone MCP server for managed vector database operations, enabling AI agents to create indexes, upsert vector...

vector-dbpineconeembeddings
Mar 25, 2026701 recipe