MCP servers for developers

Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

1. 1

   B20 Check

   MCP

   UnknownLast commit: unavailable

   Verify B20 tokens on Base: issuer powers, imposter detection, signed EIP-712 verdicts.

   mcpmeasured growthOpen source ↗

   Install claude mcp add b20check -- npx b20check-mcp

   56downloads over 7 daysstable
2. 2

   io.github.beee003/vynn-mcp

   MCP

   UnknownLast commit: unavailable

   Self-improving AI workflows with backtesting, prompt optimization, and scheduling

   mcpmeasured growthOpen source ↗

   Install claude mcp add vynn-mcp -- uvx vynn-mcp

   55downloads over 7 daysstable
3. 3

   io.github.POLONIBOI/zaai-dev-mcp

   MCP

   UnknownLast commit: unavailable

   Zaai Dev brand brief + captured design references for MCP-compatible AI tools.

   mcpmeasured growthOpen source ↗

   Install claude mcp add zaai-dev-mcp -- npx @zaai-dev/mcp

   67downloads over 7 daysstable
4. 4

   Limzo Telegram Group Stats

   MCP

   UnknownLast commit: unavailable

   Read-only public Telegram group stats from Limzo: leaderboards, activity, levels. No API key.

   mcpmeasured growthOpen source ↗

   Install claude mcp add telegram-group-stats -- npx limzo-mcp

   90downloads over 7 daysstable
5. 5

   Amazon ECS MCP Server

   MCP

   UnknownLast commit: unavailable

   AI-powered Amazon ECS workload management

   mcpmeasured growthOpen source ↗

   Install claude mcp add server -- uvx mcp-proxy-for-aws

   334 301downloads over 7 daysstable
6. 6

   SAIJ — Jurisprudencia Argentina

   MCP

   UnknownLast commit: unavailable

   Search Argentine legal databases: court decisions, legislation, summaries, doctrine

   mcpmeasured growthOpen source ↗

   Install claude mcp add saij-mcp -- uvx saij-mcp

   59downloads over 7 daysstable
7. 7

   io.github.hlix-ai/hlix

   MCP

   UnknownLast commit: unavailable

   Work with Hlix projects, tasks, cycles, comments, and verified reviews in one workspace.

   mcpmeasured growthOpen source ↗

   Install claude mcp add hlix -- npx @hlix/mcp

   67downloads over 7 daysstable
8. 8

   com.datasignalslab/datasignals-events-mcp

   MCP

   UnknownLast commit: unavailable

   Twelve US filing and career-site streams in one schema: SEC, FDA, NIH, contracts, Congress, hiring

   mcpmeasured growthOpen source ↗

   Install claude mcp add datasignals-events-mcp -- uvx datasignals-events-mcp

   325downloads over 7 daysstable
9. 9

   smart-web

   MCP

   UnknownLast commit: unavailable

   smartfetch direct-URL fetch, smartsearch web discovery, smartcrawl sites, and docs export MCP.

   mcpmeasured growthOpen source ↗

   Install claude mcp add smart-web -- npx smart-web-mcp

   927downloads over 7 daysstable
10. 10

    Kundali Chart — Vedic Astrology MCP

    MCP

    UnknownLast commit: unavailable

    Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta, transit, remedies.

    mcpmeasured growthOpen source ↗

    Install claude mcp add kundali-chart-mcp -- npx kundali-chart-mcp

    118downloads over 7 daysstable
11. 11

    Optibot

    MCP

    UnknownLast commit: unavailable

    AI code review for your AI assistant — review local changes, branch diffs, and patch files.

    mcpmeasured growthOpen source ↗

    Install claude mcp add optibot -- npx @optimalai/optibot-mcp

    67downloads over 7 daysstable
12. 12

    AgentUtility Edge Finance

    MCP

    UnknownLast commit: unavailable

    MCP server for the @agentutility edge-finance cluster — pay-per-call x402 tools, no API keys, USDC…

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-edge-finance -- npx @agentutility/mcp-edge-finance

    318downloads over 7 daysstable
13. 13

    Shiplight

    MCP

    UnknownLast commit: unavailable

    An MCP server that provides browser automation

    mcpmeasured growthOpen source ↗

    Install claude mcp add shiplight -- npx @shiplightai/mcp

    1 415downloads over 7 daysstable
14. 14

    io.github.calademos/creditsync

    MCP

    UnknownLast commit: unavailable

    Track credit card benefits, welcome offers, loyalty points, and money deadlines. No bank login.

    mcpmeasured growthOpen source ↗

    Install claude mcp add creditsync -- npx @creditsync-pro/mcp

    59downloads over 7 daysstable
15. 15

    io.github.WaterTian/wechat-devtools

    MCP

    UnknownLast commit: unavailable

    MCP Server for WeChat DevTools CLI - Automate Mini Program development & testing.

    mcpmeasured growthOpen source ↗

    Install claude mcp add wechat-devtools -- uvx wechat-devtools-mcp

    915downloads over 7 daysstable
16. 16

    io.github.CSOAI-ORG/meok-aquaponics-monitor-mcp

    MCP

    UnknownLast commit: unavailable

    Unified sensor + actuator schema MCP for aquaculture / aquaponic / koi systems. Wraps Atlas

    mcpmeasured growthOpen source ↗

    Install claude mcp add meok-aquaponics-monitor-mcp -- uvx meok-aquaponics-monitor-mcp

    67downloads over 7 daysstable
17. 17

    eu.ansvar/ghana-law-mcp

    MCP

    UnknownLast commit: unavailable

    Ghana legislation via MCP — full-text search across statutes and provisions

    mcpmeasured growthOpen source ↗

    Install claude mcp add ghana-law-mcp -- npx @ansvar/ghana-law-mcp

    54downloads over 7 daysstable
18. 18

    com.gaudiolab/mcp-developers

    MCP

    UnknownLast commit: unavailable

    Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-developers -- npx @gaudiolab/mcp-developers

    55downloads over 7 daysstable
19. 19

    io.github.NicolasMartalog/docweave-mcp

    MCP

    UnknownLast commit: unavailable

    Generate and read PDFs for AI agents: a generate_pdf and a read_pdf tool, priced per document.

    mcpmeasured growthOpen source ↗

    Install claude mcp add docweave-mcp -- npx @docweave/mcp

    90downloads over 7 daysstable
20. 20

    eu.ansvar/canadian-law-mcp

    MCP

    UnknownLast commit: unavailable

    Canadian federal law database — PIPEDA, CASL, cybercrime, corporate law with full-text search

    mcpmeasured growthOpen source ↗

    Install claude mcp add canadian-law-mcp -- npx @ansvar/canadian-law-mcp

    68downloads over 7 daysstable
21. 21

    io.github.YawLabs/ssh-mcp

    MCP

    UnknownLast commit: unavailable

    MCP server for SSH operations with built-in diagnostics

    mcpmeasured growthOpen source ↗

    Install claude mcp add ssh-mcp -- npx @yawlabs/ssh-mcp

    316downloads over 7 daysstable
22. 22

    ITHZ MCP

    MCP

    UnknownLast commit: unavailable

    Local deterministic project memory for AI agents with context packs, gates and checkpoints.

    mcpmeasured growthOpen source ↗

    Install claude mcp add ithz-mcp -- uvx ithz-mcp

    59downloads over 7 daysstable
23. 23

    eu.ansvar/cambodian-law-mcp

    MCP

    UnknownLast commit: unavailable

    Cambodia legislation via MCP -- full-text search across statutes and provisions

    mcpmeasured growthOpen source ↗

    Install claude mcp add cambodian-law-mcp -- npx @ansvar/cambodian-law-mcp

    56downloads over 7 daysstable
24. 24

    TopicGate

    MCP

    UnknownLast commit: unavailable

    Secure local access to MQTT topics through MCP.

    mcpmeasured growthOpen source ↗

    Install claude mcp add topicgate -- uvx topicgate

    860downloads over 7 daysstable
25. 25

    foragekit

    MCP

    UnknownLast commit: unavailable

    Epistemic foraging for AI agents: source discovery, verified evidence, uncertainty-aware briefs

    mcpmeasured growthOpen source ↗

    Install claude mcp add foragekit -- uvx foragekit

    68downloads over 7 daysstable