Awesome List

Awesome Mcp Servers

A collection of MCP servers.

punkpeye/awesome-mcp-servers #ai #mcp
List stars
96,502
README repos
4,256
Indexed repos
872
List commits
6,630
Forks
17,833
Open issues
3,091

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Latest scan 2026-10-17 10:50

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215 repos matching these filters.

Latest repo push 2026-10-17

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DeusData/codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Updated
2026-10-16
Lists
4 list mentions
First commit
2026-02-24
License
MIT
Issues
633 open
Forks
3,844
Commits
4,183 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
firecrawl/firecrawl-mcp-server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Updated
2026-10-17
Lists
2 list mentions
First commit
2024-12-06
License
MIT
Issues
171 open
Forks
917
Commits
734 commits
Star growth, last 7 days
+37 +0.5%
Commit velocity, last 7 days
+12 +1.7%
21st-dev/magic-mcp

It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st MCP; this package keeps old configs working. Setup: 21st.dev/mcp

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2025-02-19
License
ISC
Issues
5 open
Forks
459
Commits
86 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
IvanMurzak/Unity-MCP

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

AI dev
Updated
2026-10-13
Lists
3 list mentions
First commit
2025-04-02
License
Apache-2.0
Issues
59 open
Forks
393
Commits
3,113 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
blazickjp/arxiv-mcp-server

A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

AI dev
Updated
2026-08-26
Lists
2 list mentions
First commit
2024-11-29
License
Apache-2.0
Issues
8 open
Forks
252
Commits
217 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
doobidoo/mcp-memory-service

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

AI dev
Updated
2026-10-02
Lists
2 list mentions
First commit
2024-12-26
License
Apache-2.0
Issues
28 open
Forks
340
Commits
3,500 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
can4hou6joeng4/boss-agent-cli

🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & compliant by default.

AI dev
Updated
2026-09-10
Lists
1 list mention
First commit
2026-03-20
License
MIT
Issues
8 open
Forks
158
Commits
479 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
CoderGamester/mcp-unity

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

AI dev
Updated
2026-09-03
Lists
2 list mentions
First commit
2025-03-13
License
MIT
Issues
8 open
Forks
246
Commits
316 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
designcomputer/mysql_mcp_server

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Updated
2026-08-02
Lists
1 list mention
First commit
2024-12-03
License
MIT
Issues
3 open
Forks
257
Commits
116 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
bgauryy/Octocode

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

AI dev
Updated
2026-05-18
Lists
1 list mention
First commit
Unknown
License
MIT
Issues
4 open
Forks
72
Commits
426 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alexander-zuev/supabase-mcp-server

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

AI dev
Updated
2026-08-21
Lists
1 list mention
First commit
2025-02-15
License
Apache-2.0
Issues
Disabled
Forks
104
Commits
122 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
agentic-box/memora

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

AI dev
Updated
2026-09-28
Lists
1 list mention
First commit
2025-09-19
License
MIT
Issues
3 open
Forks
78
Commits
539 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
domdomegg/airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

Updated
2026-09-09
Lists
1 list mention
First commit
2024-12-12
License
MIT
Issues
2 open
Forks
132
Commits
146 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cablate/mcp-google-map

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

AI dev
Updated
2026-09-11
Lists
1 list mention
First commit
2025-02-22
License
MIT
Issues
1 open
Forks
84
Commits
130 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Extelligence-ai/bagel

Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.

AI dev
Updated
2026-09-26
Lists
3 list mentions
First commit
2025-06-27
License
Apache-2.0
Issues
29 open
Forks
30
Commits
776 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cyberchitta/llm-context.py

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

AI dev
Updated
2026-08-26
Lists
1 list mention
First commit
2024-04-20
License
Apache-2.0
Issues
5 open
Forks
22
Commits
733 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
ucsandman/DashClaw

Remote approvals, policy checks, and execution evidence for unattended AI agents.

AI dev
Updated
2026-09-10
Lists
2 list mentions
First commit
2026-02-05
License
MIT
Issues
9 open
Forks
52
Commits
3,358 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
ConstantineB6/comfy-pilot

MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows

AI dev
Updated
2026-02-16
Lists
1 list mention
First commit
2026-01-28
License
MIT
Issues
12 open
Forks
44
Commits
47 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
comet-ml/opik-mcp

Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

Updated
2026-09-14
Lists
1 list mention
First commit
2025-03-06
License
Apache-2.0
Issues
34 open
Forks
35
Commits
315 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
FradSer/mcp-server-apple-events

MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

AI dev
Updated
2026-08-26
Lists
1 list mention
First commit
2025-02-14
License
MIT
Issues
6 open
Forks
51
Commits
620 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
achiya-automation/safari-mcp

Native Safari browser automation for AI agents. 98 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.

Updated
2026-09-20
Lists
2 list mentions
First commit
2026-03-18
License
MIT
Issues
8 open
Forks
28
Commits
479 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Adancurusul/embedded-debugger-mcp

MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis

Updated
2026-07-16
Lists
1 list mention
First commit
2025-08-05
License
MIT
Issues
1 open
Forks
30
Commits
27 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alibaizhanov/mengram

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Updated
2026-09-09
Lists
1 list mention
First commit
2026-02-10
License
Apache-2.0
Issues
25 open
Forks
32
Commits
698 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
aashari/mcp-server-atlassian-bitbucket

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

Updated
2026-03-06
Lists
1 list mention
First commit
2025-03-18
License
Unknown
Issues
28 open
Forks
62
Commits
595 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
blackwell-systems/agent-lsp

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

AI dev
Updated
2026-10-15
Lists
2 list mentions
First commit
2026-04-06
License
MIT
Issues
5 open
Forks
19
Commits
1,560 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Patdolitse/piia-engram

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

AI dev
Updated
2026-09-01
Lists
2 list mentions
First commit
2026-05-18
License
AGPL-3.0
Issues
0 open
Forks
14
Commits
752 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
dcostenco/prism-coder

Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.

AI dev
Updated
2026-10-04
Lists
1 list mention
First commit
2026-03-17
License
Apache-2.0
Issues
0 open
Forks
26
Commits
1,384 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
ergut/mcp-bigquery-server

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

Updated
2026-05-22
Lists
1 list mention
First commit
2024-12-03
License
MIT
Issues
1 open
Forks
32
Commits
29 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
gaopengbin/cesium-mcp

Protocol-agnostic CesiumJS AI control runtime for MCP, WebMCP, function calling, and browser agents.

AI dev
Updated
2026-09-16
Lists
1 list mention
First commit
2026-03-14
License
MIT
Issues
1 open
Forks
26
Commits
215 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
BurtTheCoder/mcp-shodan

MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Claude Desktop.

Updated
2026-03-31
Lists
1 list mention
First commit
Unknown
License
MIT
Issues
4 open
Forks
23
Commits
58 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
augmnt/augments-mcp-server

Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.

Updated
2026-03-13
Lists
1 list mention
First commit
2025-07-22
License
MIT
Issues
1 open
Forks
20
Commits
125 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
BurtTheCoder/mcp-virustotal

MCP server for VirusTotal API — analyze URLs, files, IPs, and domains with comprehensive security reports, relationship analysis, and pagination support.

Updated
2026-05-24
Lists
1 list mention
First commit
Unknown
License
MIT
Issues
5 open
Forks
19
Commits
77 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
codefuturist/email-mcp

Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize email from any AI assistant via the Model Context Protocol

AI dev
Updated
2026-08-21
Lists
1 list mention
First commit
2026-02-18
License
LGPL-3.0
Issues
60 open
Forks
53
Commits
79 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
hloiseau/mcp-gopls

Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.

AI dev
Updated
2026-06-22
Lists
1 list mention
First commit
2025-04-05
License
Apache-2.0
Issues
7 open
Forks
11
Commits
27 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
stabgan/openrouter-mcp-multimodal

MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.

AI dev
Updated
2026-10-14
Lists
2 list mentions
First commit
2025-03-26
License
Apache-2.0
Issues
8 open
Forks
29
Commits
553 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
PascaleBeier/hitkeep

100% open-source, AI-native web analytics with cookieless tracking, open exports, custom domains, and SSO—self-hosted as one Go binary or managed in EU/US cloud.

AI dev
Updated
2026-09-04
Lists
3 list mentions
First commit
2025-11-20
License
MIT
Issues
9 open
Forks
7
Commits
770 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
decisionnode/DecisionNode

CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.

Updated
2026-04-15
Lists
1 list mention
First commit
2026-04-05
License
MIT
Issues
0 open
Forks
12
Commits
42 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
aashari/mcp-server-atlassian-jira

Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows.

Updated
2026-03-06
Lists
1 list mention
First commit
2025-03-18
License
Unknown
Issues
25 open
Forks
27
Commits
482 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cdeust/Cortex

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

AI dev
Updated
2026-09-10
Lists
1 list mention
First commit
2026-03-18
License
MIT
Issues
4 open
Forks
11
Commits
1,537 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history