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
- #1kubb-labs/kubb98.4
🧡 Turn your API spec into type-safe code. Generate TypeScript types, API clients, hooks, validators and mocks from a spec such as OpenAPI.
Ranks here on adopted by 288 downstream projects and 1.8k GitHub stars, plus a commit within the last week.Dependents 25.3Freshness 22.9Issue health 22.8Stars 11.5Contributors 9.2 - #2RekklesNA/ProxmoxMCP-Plus96.8
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
Ranks here on 584 GitHub stars and an active commit 8 days ago, plus 100% of issues closed.Issue health 30.8Freshness 30.3Stars 14.2Contributors 12.1License 4.6 - #3doobidoo/mcp-memory-service93.6
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Ranks here on 2.0k GitHub stars and an active commit 8 days ago, plus 94% of issues closed.Freshness 25.5Issue health 24.0Downloads 13.4Stars 12.8Contributors 10.3 - #4line/line-bot-mcp-server92.7
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
Ranks here on 786 GitHub stars and an active commit 8 days ago, plus 87% of issues closed.Freshness 30.4Issue health 26.7Stars 14.8Contributors 11.5License 4.6 - #5twjackysu/TWSEMCPServer91.3
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
Ranks here on an active commit 12 days ago and 100% of issues closed.Issue health 30.8Freshness 28.9Stars 11.5Contributors 9.3License 4.6 - #6henrique-coder/perplexity-webui-scraper90.0
An advanced, high-performance Python client, MCP server, and REST API for reverse-engineering Perplexity AI's WebUI.
Ranks here on an active commit 11 days ago and 100% of issues closed.Issue health 25.6Freshness 24.3Downloads 15.1Stars 9.1Contributors 7.0 - #7corezoid/simulator-ai-plugin88.5
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.
Ranks here on an active commit 8 days ago and 86% of issues closed.Freshness 30.4Issue health 26.4Contributors 11.5Stars 9.2Description 6.2 - #8czlonkowski/n8n-mcp86.5
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Ranks here on adopted by 13 downstream projects and 23k GitHub stars, plus a commit within the last week.Freshness 19.9Issue health 17.2Downloads 13.0Dependents 12.6Stars 10.0 - #9rwestergren/cronometer-api-mcp86.4
MCP server for Cronometer nutrition tracking via the mobile REST API
Ranks here on an active commit 8 days ago and 94% of issues closed.Freshness 30.6Issue health 29.1Stars 9.2Contributors 8.4License 4.6 - #10relaticle/relaticle84.2
Open-source CRM with native AI agent support. 37 MCP tools, REST API, self-hosted. Built with Laravel & Filament
Ranks here on 1.8k GitHub stars and an active commit 8 days ago, plus 70% of issues closed.Freshness 30.5Issue health 21.7Stars 15.4Contributors 9.3Description 4.3
More API Integration MCP Servers
| # | Tool | Score | Stars | Last Commit | Language |
|---|---|---|---|---|---|
| 11 | finom/vovk | 53 | 7d ago | TypeScript | |
| 12 | whyy9527/ariadne | 3 | 8d ago | Python | |
| 13 | florian-strasser/LokalBoards | 17 | 15d ago | TypeScript | |
| 14 | redf0x1/camofox-browser | 418 | 28d ago | JavaScript | |
| 15 | HexSleeves/tailscale-mcp | 144 | 8d ago | TypeScript | |
| 16 | call518/MCP-Airflow-API | 52 | 7d ago | Python | |
| 17 | kadykov/mcp-openapi-schema-explorer | 76 | 7d ago | TypeScript | |
| 18 | PromptPartner/bexio-mcp-server | 36 | 22d ago | TypeScript | |
| 19 | happendev/Kanera | 10 | 7d ago | TypeScript | |
| 20 | cuga-project/cuga-agent | 896 | 7d ago | Python | |
| 21 | MindReset/dot_skill | 15 | 12d ago | Python | |
| 22 | holon-run/uxc | 116 | 1mo ago | Rust | |
| 23 | fabdendev/dagster-mcp | 17 | 22d ago | Python | |
| 24 | Hochfrequenz/aibap.mcp | 8 | 10d ago | Go | |
| 25 | lycorp-jp/awx-mcp | 9 | 7d ago | Python | |
| 26 | harsha-iiiv/openapi-mcp-generator | 639 | 23d ago | TypeScript | |
| 27 | matthewhand/mcp-openapi-proxy | 157 | 8d ago | Python | |
| 28 | SukramJ/openccu-loom | 7 | 7d ago | Go | |
| 29 | OpenCodeIntel/opencodeintel | 11 | 8d ago | Python | |
| 30 | hypen-code/gryphon | 11 | 1mo ago | Python | |
| 31 | phillipboesger/polarion-mcp | 5 | 26d ago | TypeScript | |
| 32 | chrisryugj/schoolinfo-mcp | 47 | 9d ago | TypeScript | |
| 33 | AndreasHeine/i3x2ua | 17 | 7d ago | Python | |
| 34 | Cyreslab-AI/burpsuite-mcp-server | 8 | 1mo ago | TypeScript | |
| 35 | mcp-contracts/mcp-contracts | 6 | 14d ago | TypeScript | |
| 36 | oddbit/shrtnr | 31 | 10d ago | TypeScript | |
| 37 | open-webui/mcpo | 4.4k | 5mo ago | Python | |
| 38 | UnitVectorY-Labs/mcp-graphql-forge | 5 | 9d ago | Go | |
| 39 | MockLoop/mockloop-mcp | 17 | 8d ago | Python | |
| 40 | HelpCode-ai/anythingmcp | 735 | 7d ago | TypeScript | |
| 41 | nirholas/cryptocurrency.cv | 320 | 7d ago | TypeScript | |
| 42 | meetpandya27/plaidify | 12 | 8d ago | Python | |
| 43 | rootflo/wavefront | 199 | 7d ago | Python | |
| 44 | floomhq/floom | 46 | 18d ago | Python | |
| 45 | goern/forgejo-mcp | 142 | 7d ago | Go | |
| 46 | cyanheads/crossref-mcp-server | 3 | 12d ago | TypeScript | |
| 47 | simonbetton/ratesapi.nz | 13 | 8d ago | TypeScript | |
| 48 | marco308/meals | 3 | 14d ago | Python | |
| 49 | faucetdb/faucet | 118 | 8d ago | Go | |
| 50 | dx-corp/mcp-openapi | 4 | 21d ago | TypeScript |