MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61051
viragtripathi
A Model Context Protocol server that uses CockroachDB to store and manage model…
61052
AiAgentKarl
Provides color and design tools including palette generation, WCAG contrast che…
61053
KrithikVishal
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
N/A N/A
61054
fedosis
An independent memory service for AI agents that stores and retrieves facts wit…
N/A N/A
61055
ZiAn-Su
beacon Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
N/A N/A 95
61056
Tactic-Systems
leafwright Claim
Render HTML, URLs, and templates to PDF. AI drafts templates and fixes them fro…
61057
LEOyrh
mcp-atlas Claim
Query 155 verified US county parcel ArcGIS REST endpoints for owner/APN lookup.…
N/A N/A
61058
zriyansh
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
N/A N/A
61059
Akdag94
vps-ops-mcp Claim
A safe, structured MCP server that lets AI inspect and operate a VPS through ty…
N/A N/A
61060
KaungHtunThant
j-hunt-mcp Claim
A local job-hunting MCP server for discovering jobs across pluggable web source…
N/A N/A
61061
tim0120
Search and reference your Claude Code conversation history directly from Claude…
N/A N/A
61062
ravnltd
Muninn Claim
Provides persistent memory for AI coding agents via MCP, allowing them to recal…
61063
meetronwilson
VibeOps MCP Claim
Enforces structured product development through contract-based validation of mo…
N/A N/A 95
61064
dream-star-end
An MCP server that automates project task breakdown, dependency management, and…
N/A N/A
61065
mainpart
MCP server for Confluence REST API enabling page retrieval, attachment download…
61066
tw-haiven
Connects AI tools to your organization's Haiven prompts, allowing seamless acce…
N/A N/A
61067
nasimcoderex
A configurable MCP server for managing multiple GitHub repositories, branches, …
N/A N/A
61068
alien-lifestyles
Integrates Mailchimp with Claude Desktop, enabling management of audiences, cam…
61069
Streen9
React MCP Claim
Enable Claude AI to manage and interact with React applications seamlessly.
N/A N/A 95
61070
guillaume.beauverd
candice-ai Claim
N/A N/A 95
61071
dizzyvinci
Track price drops, stock-outs, restocks, and new/removed products across Shopif…
61072
Mukkesh20
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
81
61073
skiddgoddamn
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
N/A N/A
61074
jbeker
calendar-mcp Claim
Provides read-only access to calendar events from iCal feeds, enabling agents t…
N/A N/A
61075
agentcivics
agentcivics Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
61076
NerdSnipe-Inc
Enables AI agents to interact with Lofty CRM via natural language, providing 12…
61077
tarunlnmiit
Scans 130+ company careers pages and scores every role against your resume with…
N/A N/A
61078
Naveen-Automation
Enables HTTP API testing (GET, POST, PUT, DELETE) via the Model Context Protoco…
N/A N/A
61079
danteriva45-hub
Complete DeFi intelligence — Yield, Staking, Restaking, RWA, Perps, Gas Optimiz…
61080
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
61081
treesoop
ai-news-mcp Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
61082
maxpopkin
Integrates with ConnectWise Manage API to enable ticket, company, and contact m…
61083
andreimatveyeu
A Model Context Protocol (MCP) server that enables AI tools like chatbots to in…
81
61084
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
61085
pedrogrigs
Run the open-source n8n-mcp locally and connect your n8n instance to MCP-compat…
N/A N/A
61086
calvinw
An MCP server that enables AI assistants like Claude to interact with FL Studio…
N/A N/A
61087
quiint
An MCP server that bridges to the Context7 API, enabling querying documentation…
61088
atototo
Provides tools for querying and writing finance records in a Notion-backed hous…
N/A N/A
61089
sailingnaturali
Provides access to yacht-club outstation records including size limits, rafting…
61090
jpcors
Enables control of Ring home security devices, including doorbells, cameras, li…
N/A N/A
61091
marioToribi0
Automatically generates Postman collections from code directories by analyzing …
N/A N/A
61092
cookiemonster0921
A self-hosted, VNC-backed MCP server that enables AI agents to control a dedica…
61093
ilyautov
AI-доступ к кабинетам Wildberries и Ozon через MCP-сервера над Seller API. Обес…
61094
ja-errorpro
Enables AI to manage multiple IDA Pro instances simultaneously by acting as a g…
N/A N/A
61095
ehsansyh
SciAgentKit Claim
MCP-native scientific skills for reproducible computational biology and AI-driv…
N/A N/A
61096
sarefe12-sudo
Analyze how AI models (Claude, GPT-4o, Gemini, Perplexity, Grok, DeepSeek) see …
61097
makimoto
Chess MCP Claim 1
A Model Context Protocol server that enables LLM agents and humans to play ches…
N/A N/A 95
61098
sugarbug
Sugarbug Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
N/A N/A 95
61099
HaoNgo232
Give your AI coding agents the superpower to observe your NestJS application's …
N/A N/A
61100
andrewbartels1
Python MCP server for SolidWorks automation with 109 tools covering the full CA…
N/A N/A
Showing 61051–61100 of 67286 servers