MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
601
Krishna-Desiraju
Enables AI assistants to manage Apple Reminders on macOS using natural language…
B 82 54 94 62 N/A 52 92 100
602
n8m8
Enables AI agents to manage Bitcoin and USDC payments by checking balances, sen…
B 82 55 94 73 58 80 98
603
erebusnz
rigol-mcp Claim 1
An MCP server for controlling Rigol DS1000Z series oscilloscopes over LAN using…
B 82 44 81 N/A N/A 46 95 99
604
Ansvar-Systems
tanzanian-law-mcp Claim 1
Tanzania legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 90 51 81 94
605
domdomegg
Filesystem Claim
Read, create, and edit files.
B 82 54 100 61 N/A 57 90 96
606
ethanolivertroy
fedramp-docs-mcp Claim
Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.
B 82 54 78 62 N/A 88 92 93
607
YamadaAoi
mcp-sketch Claim
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
B 82 44 78 N/A N/A 58 95 91
608
nguyenvanduocit
jira-mcp Claim
A Go-based MCP connector for Jira that enables AI assistants like Claude to int…
B 82 55 88 68 78 81 97
609
bowen31337
ExpressJS MCP Claim
Exposes Express.js API endpoints as MCP tools, preserving existing schemas and …
B 82 55 96 71 65 81 91
610
reitsmasieto-wq
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
B 82 66 90 100 86 23 81 94
611
Vortiago
Outline MCP Server Claim 1
Connect AI assistants to Outline for document search, reading, and management
B 82 55 72 82 N/A 85 83 94
612
Bluecraft-AI
machfive Claim
Generate hyper-personalized cold email sequences via MachFive API.
B 82 66 78 84 97 45 81 95
613
james-webdev
server Claim
Search UK electronics products across retailers. Real-time prices, stock, and s…
B 82 54 94 67 N/A 54 95 93
614
marlinjai
email-mcp Claim
Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph)…
B 82 55 76 82 75 95 82
615
klever-io
mcp-klever-vm Claim 1
Klever blockchain MCP server for smart contract development, on-chain data expl…
B 82 66 81 60 89 90 82 93
616
forest6511
secretctl Claim 1
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
B 82 54 76 68 N/A 79 90 99
617
paolodalprato
An enhanced MCP server that enables users to interact with NotebookLM while ens…
B 82 55 90 75 N/A 58 95 83
618
xt765
Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MC…
B 82 55 66 82 N/A 75 95 94
619
Lykhoyda
ask-gemini Claim
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and seco…
B 82 54 84 61 N/A 83 92 92
620
yantrikos
YantrikDB MCP Claim
Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and a…
B 82 44 72 68 95 92
621
levelsofself
self-awareness-game Claim 1
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MC…
B 82 66 96 66 100 50 80 90
622
merajmehrabi
Outlook Calendar MCP Claim 1
The Outlook Calendar MCP enables Claude to directly manage Microsoft Outlook ca…
B 82 54 94 58 N/A 70 87 100
623
cycloidio
server Claim 1
An MCP server that let you interact with Cycloid.io Internal Development Portal…
B 82 66 85 86 87 55 81 91
624
lu-zhengda
mcp-virtual-fs Claim
An MCP server that provides AI agents with a persistent, PostgreSQL-backed virt…
B 82 54 78 75 78 82 98
625
nexbid-dev
discovery Claim
Search and discover advertiser products through an open marketplace for AI agen…
B 82 66 84 86 92 39 84 94
626
treasure-data
Enables AI assistants to query and interact with Treasure Data through a secure…
B 82 55 92 72 82 80 83
627
syndr
Enables monitoring and analysis of Ansible playbook executions through the Ara …
B 82 55 92 68 70 81 97
628
uarlouski
SSH MCP Server Claim
Enables AI assistants to securely execute commands, transfer files, and manage …
B 82 54 78 70 N/A 81 90 96
629
evilsocket
nerve Claim
The Simple Agent Development Kit.
B 82 54 92 58 N/A 65 95 94
630
openclawcity
Connects Claude agents to a persistent virtual city where they can register, ex…
B 82 55 90 100 28 81 92
631
kuhumcst
dannet Claim 1
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
B 82 66 92 70 85 71 82 90
632
vanphappi
Kiro CLI MCP Server Claim 2
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
B 82 55 94 91 N/A 46 90 77
633
spences10
mcp-jinaai-reader Claim
🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Read…
B 82 54 90 71 N/A 52 95 95
634
Ansvar-Systems
Liechtenstein legislation via MCP — full-text search across statutes and provis…
B 82 54 71 93 N/A 51 95 92
635
cap-js
mcp-server Claim
Model Context Protocol (MCP) server for AI-assisted development of CAP applicat…
B 82 54 84 58 N/A 91 91 92
636
raullenchai
vnsh Claim
Ephemeral encrypted file sharing for AI. AES-256 encryption, 24h auto-vaporizat…
B 82 55 96 58 N/A 75 81 100
637
freevisionsk
Enables access to Slovak Registry of Financial Statements data, allowing users …
B 82 66 96 66 89 53 82 94
638
staskh
trading-skills Claim
Provides 32 trading analysis tools for AI-powered market analysis, including re…
B 82 55 62 82 72 95 100
639
agentbroker-tech
AI-native cryptocurrency exchange built for autonomous agents. Register, deposi…
B 82 66 90 80 100 22 81 98
640
crawlbase
crawlbase-mcp Claim
Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It po…
B 82 54 100 70 N/A 35 95 97
641
dedalus-labs
dedalus-mcp-python Claim 1
A simple and performant Model Context Protocol framework for Python.
B 82 54 84 61 N/A 94 88 86
642
Ansvar-Systems
zambian-law-mcp Claim 1
Zambia legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 80 94
643
cobanov
teslamate-mcp Claim
A Model Context Protocol (MCP) server that provides access to your TeslaMate da…
B 82 54 94 67 N/A 50 90 100
644
Ansvar-Systems
malawi-law-mcp Claim 1
Malawi legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 91 51 82 94
645
OmniSocKit
omnisockit-mcp Claim
Turn your AI into a WeCom development expert. 41 SKILLs, 550+ APIs.
B 82 44 72 N/A N/A 64 95 94
646
appium
MCP Appium Claim
Enables AI assistants to automate mobile app testing and development for iOS an…
B 82 54 74 61 N/A 86 95 99
647
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 55 88 100 47 81 80
648
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
649
stephenyu
A Claude Desktop Extension that provides seamless access to Google Sheets data …
B 82 55 90 100 N/A 60 95 53
650
jay-trivedi
amazon_sp_mcp Claim 1
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales da…
B 82 54 100 63 N/A 40 94 100
Showing 601–650 of 44165 servers
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