MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 11 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47801
hyperpolymath
Unified MCP server for observability and monitoring, providing tools to query m…
— ○ ⏳ — — — — — —
47802
leonaiuv
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
— ○ ⏳ — N/A N/A — — —
47803
ghostmou
Provides SEO, WPO, and Asana project management tools for enhancing interaction…
— ○ ⏳ — — — — — —
47804
templetwo
An MCP server providing 82 tools for persistent memory, governance, and conscio…
— ○ ⏳ — — — — — —
47805
bossdong955
MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Strea…
— ○ ⏳ — — — — — —
47806
greendwin
tasker Claim
Enables AI agents to manage hierarchical tasks and stories stored as Markdown f…
— ○ ⏳ — N/A N/A — — —
47807
webski101
Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat complet…
— ○ ⏳ — — — — — —
47808
FW1201
MCP server suite that lets coding agents generate deep instructional content fr…
— ○ ⏳ — — — — — —
47809
xiaobenyang-com
fund-mcp Claim
Search stock information, list knowledge base entries, and echo messages for qu…
— ○ ⏳ — N/A N/A — 95 —
47810
npow
Provides tools to search, get trending, random, and translate GIFs using the Gi…
— ○ ⏳ — — — — — —
47811
gamandeepsingh
Enables AI models to interact with the Zerodha trading platform for portfolio m…
— ○ ⏳ — — — — — —
47812
wagonbomb
MCP server that integrates Ghidra for binary analysis, enabling decompilation, …
— ○ ⏳ — N/A N/A — — —
47813
moorcheh-ai
Memanto MCP Claim
MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents …
— ○ ⏳ — — — — — —
47814
ucpcore
UCP Server Claim
Self-hosted server that generates and serves Universal Context Packages (UCP) t…
— ○ ⏳ — — — — — —
47815
david-choi-querypie
david-mcp6 Claim
— ○ ⏳ — N/A N/A — 95 —
47816
monk1337
resp-mcp Claim
SERP-free scholarly search MCP server that queries academic sources like arXiv,…
— ○ ⏳ — — — — — —
47817
geekflare
Geekflare Claim
Geekflare MCP server connects your AI agents to the live web for scraping, sear…
— ○ ⏳ — — — — — —
47818
armaasinghn
Enables natural language quantum computing by converting English queries to qua…
— ○ ⏳ — N/A N/A — — —
47819
Thaylo
astrograph Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
— ○ ⏳ — N/A N/A — — —
47820
ajaysmb
Provides MCP clients with safe local access to read, search, and send Gmail mes…
— ○ ⏳ — N/A N/A — 95 —
47821
gppsys
Aggregates data from email, calendar, tasks, and documents to enable intelligen…
— ○ ⏳ — — — — — —
47822
jungkim720
dify Claim
— ○ ⏳ — N/A N/A — 95 —
47823
KaranNMakim
Enables Revenue Growth Management analysis for the Alco-Bev industry using NIQ …
— ○ ⏳ — N/A N/A — — —
47824
stephenlb
pubnub-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
47825
MauDevVR
MCP server that provides UdonSharp development tools for VRChat by indexing and…
— ○ ⏳ — N/A N/A — — —
47826
moaaz01
Query, explore, and manage SQLite databases through the Model Context Protocol.…
— ○ ⏳ — — — — — —
47827
superaihuman
MCP server for Evocrawl — search, scrape, and interact with the web.
— ○ ⏳ — N/A N/A — 83 —
47828
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
— ○ ⏳ — N/A N/A — — —
47829
eventtrader
EventTrader Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
— ○ ⏳ — N/A N/A — — —
47830
octopilot
Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect…
— ○ ⏳ — — — — — —
47831
eltociear
Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns incl…
— ○ ⏳ — N/A N/A — — —
47832
hha-nguyen
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
— ○ ⏳ — — — — 81 —
47833
philipxiaoxi
z-cli Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
— ○ ⏳ — N/A N/A — — —
47834
Ikaleio
Provides browser automation capabilities using Patchright, enabling LLMs to int…
— ○ ⏳ — — — — — —
47835
Cemberk
DashWebMCP Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
— ○ ⏳ — — — — — —
47836
ishumilin
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
— ○ ⏳ — — — — — —
47837
kumo-ai
Enables AI assistants to query KumoRFM for predictive analytics on relational d…
— ○ ⏳ — — — — — —
47838
bemoregt
octave-mcp Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
— ○ ⏳ — N/A N/A — — —
47839
aitrendmaster
MCP proxy server for Moa365 AI budgeting app, enabling expense recording, month…
— ○ ⏳ — — — — — —
47840
Jogesh6895
An MCP server that enables searching across multiple RSS feed sources simultane…
— ○ ⏳ — — — — — —
47841
AnassKartit
Enables Claude to generate and edit images using Google Gemini AI.
— ○ ⏳ — — — — — —
47842
hasnaties
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
— ○ ⏳ — — — — — —
47843
soumyaranjansingh-economist
Enables GitHub Copilot CLI to query SFMC SubscriberAPI execution logs for healt…
— ○ ⏳ — — — — — —
47844
TaeheeLim
DBMS-MCP Claim
Enables read-only querying of multiple databases via JDBC, supporting Tibero, O…
— ○ ⏳ — — — — — —
47845
heymrun
heym Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
— ○ ⏳ — N/A N/A — — —
47846
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
— ○ ⏳ — N/A N/A — — —
47847
paifas
Enables searching, reading, listing, creating, and updating Confluence pages vi…
— ○ ⏳ — — — — — —
47848
obrien-matthew
mcp-mealie Claim
MCP server for Mealie that exposes its REST API to manage recipes, meal plans, …
— ○ ⏳ — — — — — —
47849
publishednft
Enables AI assistants to access Published NFT documentation, NFT collections, F…
— ○ ⏳ — — — — — —
47850
chrispickford
Enables querying FIFA competitions, fixtures, results, and live match data thro…
— ○ ⏳ — N/A N/A — — —
Showing 47801–47850 of 69224 servers
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