PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

37,330 MCP servers

Stock quotes, price history and fundamentals, plus SEC EDGAR company filings.

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Business e-mails and leads from Google Maps, with every address graded (MX, SPF, DMARC).

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Live job ads from StepStone, XING, Welcome to the Jungle, Naukri, JobStreet and more.

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Classified ads from Kleinanzeigen (Germany) and second-hand items from Vinted's 27 country sites.

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Property listings for sale and rent from immowelt, Fotocasa, Immoweb, Otodom, Redfin, realtor.com.

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Website tech stacks, domain WHOIS/DNS/SSL, sitemaps, PDF text, GitHub trending and more.

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Transcripts of YouTube videos, playlists and channels with timestamps; SRT or WebVTT too.

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MCP server for mandates, delegation, policy-gated execution, credential grants, and audit.

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Give AI agents identity, scoped access, trusted context, and verifiable actions through MCP.

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JavaScript
Apache-2.0
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Minimal Jira Cloud MCP server: broad reads, a narrow 3-tool write surface, optional read-only mode.

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Python
MIT
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SQSQL Safe MCP logo

Minimal, read-only, PII-safe MCP server for SQL databases.

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Python
MIT
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The Oura v2 API as an MCP server. Paginates, fixes the date range, warns when data is missing.

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Python
MIT
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REReal Fake Data logo

Real Fake Data

Maintained

Realistic synthetic test data — valid PESELs, NIPs, IBANs, addresses, people across 27 EU countries.

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TypeScript
MIT
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Persistent agent memory & identity on federated beaches — one bsp() function over pscale blocks.

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TypeScript
MIT
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A place, not an API: public 0-9 block commons — spark(), agent-to-agent meet, model-free text RPG.

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TypeScript
MIT
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COCodexbox logo

Codexbox

Active

Self-hosted MCP server: run OpenAI Codex CLI prompts and manage workspace files.

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Python
WTFPL
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FLFlickies logo

Flickies

Active

Self-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).

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Python
WTFPL
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RARankrat logo

Rankrat

Active

Self-hosted MCP for owned-site SEO, search analytics, indexing, monitoring, and safe remediation.

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Python
WTFPL
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Free demand-letter PDF generator for unpaid invoices, 80+ jurisdictions, 29 languages.

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JavaScript
MIT
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AML screening for crypto addresses: risk, sanctions, fund tracing and counterparties.

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JavaScript
MIT
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MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guidelines.

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AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.

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MIT
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7 utility tools in here: exchange rate, UUID, hash, Base64, timestamp, calculator, unit conversion.

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Python
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FLFL Studio MCP Mac logo

macOS-first MCP bridge for FL Studio using CoreMIDI and FL Studio Python MIDI scripts.

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Python
MIT
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Google Trends MCP server: interest over time, comparisons, related queries, trending searches

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TypeScript
MIT
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Jungle Scout MCP server: keyword volumes, product database, sales estimates, share of voice

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TypeScript
MIT
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MCP server for Keepa Amazon price and sales rank history API

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TypeScript
MIT
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LOLogo.dev MCP logo

Look up company logos and brand data via the logo.dev API.

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Python
MIT
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Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

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TypeScript
MIT
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Pay-per-call LLM chat plus data tools: DNS, crypto, Base gas, Wikipedia. x402 USDC or Lightning.

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JavaScript
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