MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33958
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42601
la1av1a
Queries and compares non-covered medical fees by hospital, region, and procedur…
— ○ ⏳ — N/A N/A — — —
42602
grandamenium
Enables searching and retrieving lessons, posts, comments, and member profiles …
— ○ ⏳ — — — — — —
42603
SenorLlama
Enables querying and managing Greenhouse recruiting data through MCP, including…
— ○ ⏳ — N/A N/A — — —
42604
MikeAtPinnacle
Enables logging time entries to Jira Cloud issues, including adding worklogs, l…
— ○ ⏳ — — — — — —
42605
tggo
Enables AI assistants to access TemplUI components for building Go applications…
— ○ ⏳ — — — — — —
42606
TychiWallet
Enables AI agents to perform gasless cross-chain transactions by paying with su…
— ○ ⏳ — — — — — —
42607
tone-row
MCP server for semantic search over Google Drive documents, enabling AI tools t…
— ○ ⏳ — N/A N/A — — —
42608
cs50victor
claude-teams Claim
MCP server that enables multi-agent collaboration with task lists, inter-agent …
— ○ ⏳ — N/A N/A — — —
42609
asvarnon
mcp-homelab Claim
An MCP server that gives AI assistants real-time access to your homelab infrast…
— ○ ⏳ — — — — — —
42610
BigStationW
Enables tool-calling LLMs to search the internet, capture website images, extra…
— ○ ⏳ — N/A N/A — — —
42611
ansvar
The open-source MCP server for European cybersecurity regulations. Query DORA,…
— ○ ⏳ — N/A N/A — 95 —
42612
beepboop2025
A comprehensive MCP server with 37 tools for PDF operations including reading, …
— ○ ⏳ — N/A N/A — — —
42613
RevelDigital
Enables AI assistants to manage digital signage infrastructure through the Reve…
— ○ ⏳ — — — — — —
42614
Prompeteer
server Claim
— ○ ⏳ — N/A N/A — 95 —
42615
Fjordo
Enables automation of routine operations on Twproject installations, including …
— ○ ⏳ — — — — — —
42616
GarthDB
MCP server for testing GitHub Actions workflows locally using nektos/act.
— ○ ⏳ — N/A N/A — — —
42617
michaelshumshum
Enables URL shortening and management through MCP, allowing creation of short l…
— ○ ⏳ — — — — — —
42618
cggazca
A well-documented MCP server that exposes a local SQLite catalog of public-doma…
— ○ ⏳ — N/A N/A — — —
42619
lh123aa
BWVI Claim
MCP server for AI agents to make structured design decisions with direction, pa…
— ○ ⏳ — N/A N/A — — —
42620
ProfRandom92
CompText MCP Claim
Pip-installable MCP bridge for OpenCode that provides safe tools to call the Co…
— ○ ⏳ — N/A N/A — — —
42621
TheNesdark
MariaDB-MCP Claim
Enables interaction with MariaDB/MySQL databases via MCP, supporting read-only …
— ○ ⏳ — — — — — —
42622
tezaswiraj7222
Supercharge your AI assistant with seamless Jira integration. Enables AI assist…
— ○ ⏳ — — — — — —
42623
Aanerud
A comprehensive MCP server for Reddit that provides 8 tools for fetching posts,…
— ○ ⏳ — — — — — —
42624
TJC-LP
sanzaru Claim
Stateless MCP server that wraps OpenAI's Sora, Whisper, GPT-4o Audio, and TTS A…
— ○ ⏳ — — — — — —
42625
farmhutsoftwareteam
Ableton MCP Claim
Control your Ableton with this MCP and get started to make music
— ○ ⏳ — N/A N/A — — —
42626
Null-Phnix
Claud-Ear Claim
An MCP server that gives AI agents the ability to listen to and understand musi…
— ○ ⏳ — N/A N/A — — —
42627
alexkess
MCP server for Publer social media management API, enabling AI assistants to sc…
— ○ ⏳ — — — — — —
42628
MrMao007
Enables automated interaction and data scraping for Xiaohongshu (RedNote), incl…
— ○ ⏳ — N/A N/A — — —
42629
roarkhq
Enables AI assistants to interact with the Roark REST API, allowing them to exp…
— ○ ⏳ — — — — — —
42630
zaferdace
Bridge Figma designs to any platform with structured specs for Unity, React, Fl…
— ○ ⏳ — — — — — —
42631
brainOS-HQ
Brain OS Claim
Persistent operational state for AI agents. Decisions, plans, priorities, and p…
— ○ ⏳ — N/A N/A — — —
42632
rookietopred02-gif
An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-…
— ○ ⏳ — N/A N/A — — —
42633
jaredthivener
Provides AI assistants with real-time access to FastAPI documentation, enabling…
— ○ ⏳ — N/A N/A — — —
42634
damianlevy1987-prog
test Claim
— ○ ⏳ — N/A N/A — 95 —
42635
vito1317
MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, …
— ○ ⏳ — N/A N/A — — —
42636
Zleub
leekwars-mcp Claim
MCP server for LeekWars game enabling AI management, fight operations, item han…
— ○ ⏳ — N/A N/A — — —
42637
Krishsakaria26
A security-first MCP (Model Context Protocol) backend built with Node.js and Ex…
— ○ ⏳ — — — — — —
42638
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
— ○ ⏳ — N/A N/A — — —
42639
dannyduo26
An MCP server for QDII/LOF premium arbitrage, WeChat notifications, and A-share…
— ○ ⏳ — — — — — —
42640
loonghao
Enables AI agents to manage and interact with WebViews in DCC applications thro…
— ○ ⏳ — N/A N/A — — —
42641
bitgett
q402-mcp Claim
Q402 — gasless payments on 11 EVM chains + CCIP bridge (eth/avax/arbitrum). San…
— ○ ⏳ — N/A N/A — — —
42642
zijin-zj
Enables AI image generation via MCP protocol, supporting dozens of models, cust…
— ○ ⏳ — — — — — —
42643
KhushalB25
MCP server that scores a structured resume against a deterministic 4-category e…
— ○ ⏳ — N/A N/A — — —
42644
ptbsare
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
— ○ ⏳ — — — — — —
42645
j0hanz
Gemini-powered MCP server for code analysis.
— ○ ⏳ — N/A N/A — 95 —
42646
unitycoder
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
— ○ ⏳ — N/A N/A — — —
42647
danjam
MCP Govee Claim
Enables AI assistants to control Govee smart devices, including lights, via nat…
— ○ ⏳ — — — — — —
42648
petrijr
openscad-mcp Claim
Exposes OpenSCAD CLI as MCP tools for validating, rendering, and exporting para…
— ○ ⏳ — N/A N/A — — —
42649
cx2002302-lang
memory_plus Claim
Provides persistent, searchable structured memory management for AI agents, wit…
— ○ ⏳ — N/A N/A — — —
42650
laneinrain
Enables semantic search over a local knowledge base using MCP tools, allowing A…
— ○ ⏳ — — — — — —
Showing 42601–42650 of 69343 servers
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