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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 46 components

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

Context7

MCP
Upstash
82/100

Pulls version-specific library documentation and code examples directly into your LLM's context window, eliminating hall...

documentationllm-contextdeveloper-tools+1
Jun 14, 202660.2k

Airtable MCP

MCP
Adam Jones
82/100

MCP server for Airtable that lets AI agents list bases, read records, create rows, and perform CRUD operations on Airtab...

airtabledatabaseno-code
Mar 25, 2026455

Aether Developer

MCP
EvidInvest
82/100

Hybrid search over SEC filings, earnings transcripts, and a third-party data marketplace.

developmentevidinvestaether+2
May 27, 2026

Database

MCP
Rog0x
82/100

SQL formatting, schema visualization, migration generation

developmentrog0xdatabase+2
May 27, 2026

Security Orchestra

MCP
RobotFleet HQ
82/100

Multi-agent MCP platform for data centers and critical power.

developmentrobotfleetsecurity+2
May 27, 20261 recipe

AntV Chart MCP

MCP✓ VERIFIED
AntV
82/100

AntV MCP server and companion skill for generating 25+ chart types, data visualizations, and presentation-ready analytic...

mcpchartsvisualization+2
May 1, 20264.3k1 recipe

Mapbox MCP

MCP✓ VERIFIED
Mapbox
82/100

Official Mapbox MCP server providing AI agents with geocoding, routing, directions, and map data access for location-bas...

mapboxmapsgeocoding+2
Mar 25, 2026351

Stripe MCP Server

MCP
Stripe
81/100

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

stripepaymentsbilling+1
Mar 9, 20261.7k3 recipes

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

Threat Modeling Skill

SKILL
CldKit Team
80/100

STRIDE-based threat modeling for identifying and mitigating security risks in architectures.

threat-modelingstridesecurity-architecture+1
Mar 10, 20262 recipes

Financial Datasets MCP

MCP
Financial Datasets
80/100

Read-only MCP server for accessing stock market data including prices, financial statements, and company fundamentals vi...

stocksmarket-datafinancials+1
Mar 25, 20262.3k

XLSX Spreadsheet Editor

SKILL
Anthropic
80/100

Create, edit, and analyze Excel spreadsheets with support for formulas, financial modeling conventions, data cleaning, a...

spreadsheetexcelcsv+2
Apr 15, 2026165.9k

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

Schematic

SKILL
Siqi Chen
79/100

Single pure-markdown reverse-engineering skill that analyzes existing code and generates architectural specs, component...

reverse-engineeringspec-generationarchitecture+1
Mar 25, 2026226

Google Maps MCP

MCP
cablate
79/100

MCP server for Google Maps APIs enabling AI agents to perform geocoding, place searches, directions, and distance calcul...

google-mapsgeocodingplaces+1
Mar 25, 2026410

Spotify MCP

MCP
Varun Srivastava
79/100

MCP server for Spotify that lets AI agents control playback, search tracks, manage playlists, and browse your library us...

spotifymusicplayback+1
Mar 25, 2026609

GraphQL MCP

MCP✓ VERIFIED
Sander Berkouwer
79/100

MCP server that enables AI agents to introspect GraphQL schemas, run queries, and explore API structures for any GraphQL...

graphqlapiintrospection
Mar 25, 20264062 recipes

Excel MCP

MCP✓ VERIFIED
negokaz
79/100

MCP server for reading, writing, and manipulating Excel (.xlsx) files, enabling AI agents to work with spreadsheet data...

excelspreadsheetxlsx
Mar 25, 20261k

Datadog MCP

MCP
winor30
78/100

MCP server for Datadog that gives AI agents access to metrics, monitors, incidents, logs, and dashboards for observabili...

datadogmonitoringobservability
Mar 25, 20261436 recipes
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