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
WEweb3ctx logo

web3ctx

Active

Version-true web3 docs, ABIs and human-validated integration recipes over MCP.

0
HTML
MIT
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Read-only public Instagram data: profiles, posts, reels, stories, highlights, comments, hashtags.

0
MIT
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Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.

0
Python
Apache-2.0
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Christian source evidence for AI agents, with provenance, tradition coverage, and citation checks.

0
TypeScript
MIT
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Memory for coding conventions and standing instructions that persists across sessions.

0
JavaScript
MIT
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MCP server for the AWS CLI. Read-only by default; single Go binary.

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Go
MIT
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MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.

0
Go
MIT
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MCP server for GitHub: repos, files, issues, PRs, search. Single Go binary.

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Go
MIT
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MCP server for Amazon S3 and S3-compatible endpoints (LocalStack, MinIO). Single Go binary.

0
Go
MIT
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Verify before your agent acts on data it paid for. Signed verdicts, checkable offline, via x402.

0
TypeScript
MIT
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FIFieldproxy logo

Field service management: jobs, dispatch, invoices, quotes and building apps, confirm before change.

0
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Design transformer LLM architectures and report their parameters, FLOPs, memory and cost

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TypeScript
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Tax comparison, DCF valuation, unit economics, P&L forecast across 8 jurisdictions

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Python
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Search the Final POS REST API documentation.

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Apache-2.0
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FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment blockers, and quality

0
TypeScript
MIT
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CHChirpie logo

Chirpie

Active

Post, schedule, and track social posts on X, Bluesky, LinkedIn, Instagram and more from AI agents.

0
TypeScript
MIT
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MCP tools: WCAG contrast, JP char/X-weight count, WebP convert, JSON-LD, llms.txt.

0
JavaScript
MIT
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FIFirstTouch logo

FirstTouch

Maintained

Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-native attribution.

0
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FIFirstKey logo

FirstKey

Active

FirstKey MCP: agent wallets, free cycles faucet, and one-command site deploys on ICP.

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Makefile
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MCP commerce surface for refurbished datacenter hardware, with x402 agent-payment discovery.

0
Python
MIT
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MCP commerce surface for compute credits, API keys, GPU instances, and cloud storage.

0
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Bookmarks on a decision clock: 24 hours to decide, 30 days to watch, or keep. Never deletes.

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JavaScript
MIT
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Read-only MCP server for browser bookmarks: Chrome, Safari, Firefox, and read-later exports.

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JavaScript
MIT
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Delegate bulk code edits to a cheap worker model. Gated, atomic. PHP and Python.

0
Python
Apache-2.0
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Schema-aware relational test data generator with working foreign keys, for any MCP client.

0
TypeScript
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Synthetic time-series test data with trend, seasonality, noise, and anomalies, for any MCP client.

0
JavaScript
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Build, compile, run and export FlagQuantum circuits locally. No credentials or outbound network.

0
Python
Apache-2.0
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Paper-backed quant trading methods and a deterministic, no-LLM decision helper for serious traders.

0
Python
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SCScout logo

Scout

Maintained

Find licensed real estate agents, search MLS, route leads. Remote MCP for SC + GA brokerages.

0
MIT
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Score business ideas on six live market signals. Launch Readiness Score (LRS) for AI agents.

0
MIT
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