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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 20 of 31 components

Variant Analysis

SKILL
Trail of Bits
90/100

Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, buil...

skilltrail-of-bitsvariant+1
May 27, 20266.4k

AWS MCP

MCP
AWS Labs
90/100

Official AWS Labs MCP server providing AI agents with access to AWS services including S3, Lambda, CloudFormation, EKS,...

awss3lambda+2
Mar 25, 20269.5k2 recipes

Obsidian Skills

SKILL
Steph Ango
88/100

Pure markdown knowledge management skills from the Obsidian CEO for working with vaults, note linking, tagging, and pers...

obsidianknowledge-managementmarkdown+2
Mar 25, 202644k

Google GenAI Toolbox

MCP
Google APIs
87/100

Open-source server from Google that simplifies connecting AI agents to databases with built-in authentication, connectio...

googledatabasesql+1
Mar 25, 202616.1k

Grafana MCP

MCP
Grafana Labs
85/100

Official Grafana Labs MCP server for querying dashboards, Prometheus metrics, and alerting rules. Enables AI agents to i...

grafanaprometheusmonitoring+1
Mar 25, 20263.3k4 recipes

SQLite MCP Server

MCP
Anthropic
83/100

MCP server for SQLite database operations with business intelligence capabilities.

databasesqlitesql+1
Mar 5, 202689.1k1 recipe

Qiskit Documentation MCP Server

MCP
Qiskit
82/100

MCP server for querying and retrieving Qiskit documentation, guides, and API references

developmentqiskitdocs+2
May 27, 202636

Database Admin

MCP✓ VERIFIED
Cybeleri
82/100

Database admin MCP: schema inspection, query optimization for PostgreSQL and MySQL

developmentcybeleridatabase+2
May 27, 20262 recipes

Elasticsearch MCP

MCP
Elastic
82/100

Official Elastic MCP server for Elasticsearch, enabling AI agents to run search queries, manage indices, and perform ana...

elasticsearchsearchanalytics
Mar 25, 20267021 recipe

Agentfolio

MCP✓ VERIFIED
0xbrainkid
82/100

Query AI agent profiles, trust scores, verifications, and marketplace jobs on AgentFolio.

development0xbrainkidagentfolio+2
May 27, 20261

Microsoft Access Database

MCP
Unmateria
82/100

Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.

developmentunmateriamsaccess+2
May 27, 202647

Fedramp Docs Mcp

MCP
Ethanolivertroy
82/100

Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.

developmentethanolivertroyfedramp+2
May 27, 202618

Mcp Observability Server

MCP
Gagandeeppra
82/100

MCP server for querying logs from observability platforms with unified search and tracing

developmentgagandeeppraobservability+2
May 27, 2026

PostgreSQL MCP Server

MCP
Anthropic
82/100

Read-only PostgreSQL database access via MCP protocol.

databasepostgresqlsql
Feb 20, 202689.1k3 recipes

Chroma MCP

MCP
Chroma
81/100

Official Chroma MCP server for ChromaDB vector database, enabling AI agents to manage collections, add documents with em...

vector-dbchromadbembeddings
Mar 25, 2026581

Brave Search MCP Server

MCP
Anthropic
81/100

Web and local search using the Brave Search API with privacy-first approach.

searchwebbrave+1
Mar 5, 202689.1k5 recipes

Stripe MCP Server

MCP
Stripe
81/100

Stripe API integration for payments, subscriptions, and financial data queries.

stripepaymentsbilling+1
Mar 9, 20261.7k3 recipes

Notion MCP Server

MCP✓ VERIFIED
Notion
80/100

Official Notion MCP server for reading, searching, creating, and updating Notion pages and databases.

notionwikidocuments+1
Mar 7, 20264.6k6 recipes

Cloudflare MCP

MCP
Cloudflare
80/100

Suite of official MCP servers giving AI agents natural-language control over Cloudflare Workers, Pages, KV, R2, D1, Obse...

workerscdnedge+5
Jun 14, 20264k

Google Calendar MCP

MCP
nspady
80/100

Connects AI agents to Google Calendar for reading events, creating meetings, checking availability, and managing schedul...

google-calendareventsscheduling
Mar 25, 20261.2k2 recipes
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