Google PageRank for AI agents. 25,000+ tools indexed.

Best MCP Servers for API Integration in 2026

1,257 tools indexed · avg score 90.8 · sorted by AgentRank score

The AgentRank index tracks 1,257 api integration tools. The top-ranked entry is kubb-labs/kubb at 98.4 points. Across the 10 shown here, the average AgentRank score is 90.8, and 10 had a commit in the last 30 days. The most common primary language is Python.

API integration MCP servers give AI agents the ability to call third-party web services and REST APIs. Instead of writing custom HTTP clients for every service, these tools expose a standardized interface so agents can interact with external platforms through natural language instructions.

This category spans everything from single-service connectors (GitHub, Jira, Notion, Linear, Salesforce) to general-purpose API execution tools that can call any HTTP endpoint. Multi-service platforms like Zapier and Make.com integrations are also common in this space.

The best API integration tools handle auth transparently (OAuth flows, API key injection) and return structured data rather than raw JSON blobs. Agents work best when they receive typed, validated responses with clear field definitions — not unstructured API responses they have to interpret.

Top 10 API Integration MCP Servers

  1. #1
    kubb-labs/kubb

    🧡 Turn your API spec into type-safe code. Generate TypeScript types, API clients, hooks, validators and mocks from a spec such as OpenAPI.

    98.4
    Ranks here on adopted by 288 downstream projects and 1.8k GitHub stars, plus a commit within the last week.
    Dependents
    25.3
    Freshness
    22.9
    Issue health
    22.8
    Stars
    11.5
    Contributors
    9.2
    ★ 1.8k commit 7d ago TypeScript 288 dependents
  2. #2
    RekklesNA/ProxmoxMCP-Plus

    Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.

    96.8
    Ranks here on 584 GitHub stars and an active commit 8 days ago, plus 100% of issues closed.
    Issue health
    30.8
    Freshness
    30.3
    Stars
    14.2
    Contributors
    12.1
    License
    4.6
    ★ 584 commit 8d ago Python
  3. #3
    doobidoo/mcp-memory-service

    Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

    93.6
    Ranks here on 2.0k GitHub stars and an active commit 8 days ago, plus 94% of issues closed.
    Freshness
    25.5
    Issue health
    24.0
    Downloads
    13.4
    Stars
    12.8
    Contributors
    10.3
    ★ 2.0k commit 7d ago Python
  4. #4
    line/line-bot-mcp-server

    MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

    92.7
    Ranks here on 786 GitHub stars and an active commit 8 days ago, plus 87% of issues closed.
    Freshness
    30.4
    Issue health
    26.7
    Stars
    14.8
    Contributors
    11.5
    License
    4.6
    ★ 786 commit 7d ago TypeScript
  5. #5
    twjackysu/TWSEMCPServer

    台灣證交所OpenAPI 的 MCP Server 同時整合部分即時報價和櫃檯買賣中心TPEx OpenAPI, 臺灣期貨交易所TAIFEX OpenAPI

    91.3
    Ranks here on an active commit 12 days ago and 100% of issues closed.
    Issue health
    30.8
    Freshness
    28.9
    Stars
    11.5
    Contributors
    9.3
    License
    4.6
    ★ 174 commit 12d ago Python
  6. #6
    henrique-coder/perplexity-webui-scraper

    An advanced, high-performance Python client, MCP server, and REST API for reverse-engineering Perplexity AI's WebUI.

    90.0
    Ranks here on an active commit 11 days ago and 100% of issues closed.
    Issue health
    25.6
    Freshness
    24.3
    Downloads
    15.1
    Stars
    9.1
    Contributors
    7.0
    ★ 136 commit 11d ago Python
  7. #7
    corezoid/simulator-ai-plugin

    Claude Code & Codex plugin for Simulator.Company — a Go MCP server exposing the platform REST API plus skills for actors, graphs, forms, and financial accounts.

    88.5
    Ranks here on an active commit 8 days ago and 86% of issues closed.
    Freshness
    30.4
    Issue health
    26.4
    Contributors
    11.5
    Stars
    9.2
    Description
    6.2
    ★ 60 commit 7d ago Go
  8. #8
    czlonkowski/n8n-mcp

    A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

    86.5
    Ranks here on adopted by 13 downstream projects and 23k GitHub stars, plus a commit within the last week.
    Freshness
    19.9
    Issue health
    17.2
    Downloads
    13.0
    Dependents
    12.6
    Stars
    10.0
    ★ 23k commit 7d ago TypeScript 13 dependents
  9. #9
    rwestergren/cronometer-api-mcp

    MCP server for Cronometer nutrition tracking via the mobile REST API

    86.4
    Ranks here on an active commit 8 days ago and 94% of issues closed.
    Freshness
    30.6
    Issue health
    29.1
    Stars
    9.2
    Contributors
    8.4
    License
    4.6
    ★ 62 commit 7d ago Python
  10. #10
    relaticle/relaticle

    Open-source CRM with native AI agent support. 37 MCP tools, REST API, self-hosted. Built with Laravel & Filament

    84.2
    Ranks here on 1.8k GitHub stars and an active commit 8 days ago, plus 70% of issues closed.
    Freshness
    30.5
    Issue health
    21.7
    Stars
    15.4
    Contributors
    9.3
    Description
    4.3
    ★ 1.8k commit 7d ago PHP

More API Integration MCP Servers

# Tool Score Stars Last Commit Language
11 finom/vovk 83.4 53 7d ago TypeScript
12 whyy9527/ariadne 81.7 3 8d ago Python
13 florian-strasser/LokalBoards 81.0 17 15d ago TypeScript
14 redf0x1/camofox-browser 80.9 418 28d ago JavaScript
15 HexSleeves/tailscale-mcp 80.4 144 8d ago TypeScript
16 call518/MCP-Airflow-API 80.3 52 7d ago Python
17 kadykov/mcp-openapi-schema-explorer 80.3 76 7d ago TypeScript
18 PromptPartner/bexio-mcp-server 80.2 36 22d ago TypeScript
19 happendev/Kanera 79.6 10 7d ago TypeScript
20 cuga-project/cuga-agent 79.5 896 7d ago Python
21 MindReset/dot_skill 79.4 15 12d ago Python
22 holon-run/uxc 79.4 116 1mo ago Rust
23 fabdendev/dagster-mcp 79.2 17 22d ago Python
24 Hochfrequenz/aibap.mcp 78.7 8 10d ago Go
25 lycorp-jp/awx-mcp 78.4 9 7d ago Python
26 harsha-iiiv/openapi-mcp-generator 78.3 639 23d ago TypeScript
27 matthewhand/mcp-openapi-proxy 77.9 157 8d ago Python
28 SukramJ/openccu-loom 77.7 7 7d ago Go
29 OpenCodeIntel/opencodeintel 77.2 11 8d ago Python
30 hypen-code/gryphon 75.9 11 1mo ago Python
31 phillipboesger/polarion-mcp 75.5 5 26d ago TypeScript
32 chrisryugj/schoolinfo-mcp 75.5 47 9d ago TypeScript
33 AndreasHeine/i3x2ua 75.0 17 7d ago Python
34 Cyreslab-AI/burpsuite-mcp-server 74.5 8 1mo ago TypeScript
35 mcp-contracts/mcp-contracts 74.3 6 14d ago TypeScript
36 oddbit/shrtnr 74.0 31 10d ago TypeScript
37 open-webui/mcpo 73.4 4.4k 5mo ago Python
38 UnitVectorY-Labs/mcp-graphql-forge 73.3 5 9d ago Go
39 MockLoop/mockloop-mcp 73.2 17 8d ago Python
40 HelpCode-ai/anythingmcp 72.8 735 7d ago TypeScript
41 nirholas/cryptocurrency.cv 72.7 320 7d ago TypeScript
42 meetpandya27/plaidify 72.7 12 8d ago Python
43 rootflo/wavefront 72.5 199 7d ago Python
44 floomhq/floom 72.3 46 18d ago Python
45 goern/forgejo-mcp 72.3 142 7d ago Go
46 cyanheads/crossref-mcp-server 72.2 3 12d ago TypeScript
47 simonbetton/ratesapi.nz 71.9 13 8d ago TypeScript
48 marco308/meals 71.6 3 14d ago Python
49 faucetdb/faucet 71.0 118 8d ago Go
50 dx-corp/mcp-openapi 70.7 4 21d ago TypeScript