MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41851
hamchowderr
bika-mcp Claim
MCP server for integrating with Bika.ai platform, enabling AI assistants to per…
41852
TouristShaun
mcp-brain Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
41853
kimkitae
mobile-mcp Claim
MCP server for cross-platform mobile automation (iOS/Android) using accessibili…
N/A N/A
41854
tan-yong-sheng
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
N/A N/A
41855
AsafViana
Enables importing, managing, and using Markdown skills from GitHub repositories…
N/A N/A
41856
Luo-Lotus
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
N/A N/A
41857
keybodhi
MCP-webfetch Claim
MCP server to fetch web content through SOCKS5 proxy, converting HTML to Markdo…
N/A N/A
41858
smccauley-dev
Connects to Ubuntu servers over SSH to manage, maintain, and secure them throug…
N/A N/A
41859
DataCovey
NornWeave Claim
Open-source, self-hosted Inbox-as-a-Service API for AI agents. It enables agent…
41860 N/A N/A 95
41861
mkriggsbee
Federal Agency Rules and Executive Actions
81
41862
karimodm
angr-mcp Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
N/A N/A
41863
7ossamfarid
mcp-mindmesh Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
41864
garbvalley
A modular MCP server integrating Jira and GitHub to automate developer workflow…
N/A N/A
41865
cyanheads
Offline methodology engine for authorized penetration testing, CTF, and securit…
41866
knownsec
Provides comprehensive IP and domain security intelligence, enabling analysis o…
41867
stevennevins
Builds and serves local MCP-searchable documentation indexes for Daml, Canton, …
N/A N/A
41868
trekmail
A Model Context Protocol server that exposes the TrekMail API v1 as 185 agent t…
41869
jbouder
MCP server that provides AI coding agents automatic access to AGENTS.md documen…
N/A N/A
41870
Abderraouf-yt
Skill7 Claim
Provides 634+ curated production-ready AI skills for any MCP-compatible client,…
41871
LeonardoRO
galaxus-mcp Claim
Enables AI assistants to search products and retrieve detailed information from…
41872
XMV-Solutions-GmbH
Enables AI coding agents to read Microsoft Planner and To Do tasks across multi…
41873
mir-shakir
Safe MySQL database exploration for AI agents via MCP, enabling read-only queri…
41874
adelaidasofia
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcem…
N/A N/A
41875
sky-in-code
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
N/A N/A
41876 N/A N/A 95
41877
ehartye
A Model Context Protocol server that enables coding agents to search for and re…
N/A N/A
41878
monthop-gmail
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
N/A N/A
41879
CabalSpy
KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker,…
41880
Oscorp-HQ
Drive Android & iOS mobile-app automation from your AI agent on locally connect…
N/A N/A
41881
MarketLens-AI-Platform
Enables product enrichment with sentiment analysis, category mapping, and attri…
41882
Doorman11991
Model-agnostic code memory MCP server using budget-aware graph retrieval for AI…
N/A N/A
41883
gws8820
Provides a tool to calculate basic text metrics including character count, char…
N/A N/A
41884
AvolveAi
MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, …
N/A N/A
41885
phaiel
A Model Context Protocol (MCP) server that provides AI assistants with access t…
41886
fifeek0
Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
N/A N/A
41887
Travel-Code-Inc
Enables AI assistants to search flights and hotels, manage bookings, check flig…
41888
lordbasilaiassistant-sudo
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
41889
Agent-Pattern-Labs
geometra Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
41890
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
81
41891
darkelf1004
myproject Claim
N/A N/A 95
41892
GPTNowLLC
Unofficial MCP server for the public PortlandMaps property/permit/zoning API. N…
41893
maithanhduyan
A simple Model Context Protocol (MCP) server with ChromaDB integration, allowin…
N/A N/A
41894
FlipFlopszzz
coserial Claim
Enables humans and AI agents to collaboratively control serial ports via MCP to…
N/A N/A
41895
mcp-research
Provides tools to generate images using Amazon Nova Canvas and videos using Ama…
81
41896
yolo-maxi
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
N/A N/A 95
41897
Cerebras
This MCP server is designed for planning with Claude Code, Cline, or Cursor and…
N/A N/A
41898
dilshankavishka
MCP-Server Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
41899
juan-sibbo
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
41900
codeafix
Provides read/write file tools with lint validation to prevent agents from writ…
N/A N/A
Showing 41851–41900 of 67197 servers
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