MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
27797
Scored
1878
Verified
16957
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20601
colophon-group
jobseek Claim
Search jobs, companies, and watchlists on Job Seek (jseek.co)
B 71 33 60 N/A N/A 56 95
20602
mikepenz
adbfriend Claim
Android ADB CLI tool including integrated MCP Server with common adb actions us…
B 71 33 54 N/A N/A 68 95
20603
azza39925
Kali MCP Server Claim
Enables AI assistants to perform authorized penetration testing and security as…
B 71 43 84 60 N/A 32 95
20604
efremidze
swift-patterns-mcp Claim 1
An MCP server providing curated Swift and SwiftUI best practices from leading i…
B 71 43 51 68 N/A 78 95
20605
muhammad-fiaz
mcp.zig Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
B 71 33 54 N/A N/A 67 95
20606
mattlong-plux
hostaway Claim
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
B 71 33 78 N/A N/A 42 83
20607
Jacobolevy
Enables translation management through Smartling's API, supporting project and …
B 71 44 84 61 48 81
20608
reetp14
OpenAlex MCP Server Claim 1
Provides access to OpenAlex's catalog of 240M+ scholarly works, enabling search…
B 71 44 90 57 42 82
20609
coopergwrenn
postals-mcp Claim 1
Send physical handwritten postcards from any AI agent. Real pen & ink, USPS, $4…
B 71 33 78 N/A N/A 55 75
20610
LocalSynapse
LocalSynapse Claim
Offline AI-powered local file search MCP server for Windows. Searches inside do…
B 71 33 58 N/A N/A 60 95
20611
Ruashots
Enables AI assistants to manage UniFi network infrastructure through 50+ tools …
B 71 44 94 62 29 81
20612
runyourempire
Dependency intelligence for AI agents. CVE scanning, health checks, upgrade pla…
B 71 33 54 N/A N/A 68 95
20613
Iploop
proxyclaw Claim 1
Residential proxy MCP server. 175M+ IPs in 195+ countries with anti-bot bypass.
B 71 33 84 N/A N/A 33 83
20614
vivesca
vivesca Claim
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
B 71 33 72 N/A N/A 39 95
20615
drumst0ck
uploadkit Claim
UploadKit MCP — 40+ upload components, route scaffolds, BYOS setup, full docs s…
B 71 33 50 N/A N/A 73 95
20616
Jimdrews
Trello MCP Server Claim
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
B 71 33 64 N/A N/A 79 75
20617
longbridge
LongPort OpenAPI provides real-time stock market data, provides AI access analy…
B 71 33 50 N/A N/A 75 95
20618
andhikapraa
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
B 71 43 84 66 N/A 30 90
20619
DeDeveloper23
Codebase MCP Claim 2
A Model Context Protocol server that enables AI agents to retrieve and understa…
B 71 44 69 72 55 83
20620
Chrusic
Integrate natural language task management with Todoist. Manage tasks, projects…
B 71 44 100 47 N/A 39 81
20621
ahmedrowaihi
Provides Azure DevOps integration through MCP, enabling management of projects,…
B 71 44 84 70 36 81
20622
markswendsen-code
target Claim 1
MCP server for Target - search products, manage cart, track orders
B 71 33 75 N/A N/A 34 95
20623
mewisme
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
B 71 33 72 N/A N/A 37 95
20624
openaccountants
Open-source tax skills for AI across 134 countries.
B 71 33 64 N/A N/A 51 95
20625
mnemox-ai
AgentRelay Claim
Verifiable microtask protocol for AI agent collaboration. Task lifecycle, valid…
B 71 33 60 N/A N/A 59 95
20626
dynatrace-oss
dynatrace-managed-mcp Claim 1
MCP server for Dynatrace Managed to access logs, events, and metrics.
B 71 43 69 32 N/A 96 94
20627
mindsdb
mindsdb Claim
Connect and unify data across various platforms and databases with [MindsDB as …
B 71 43 64 60 N/A 69 92
20628
lakshgk
distill-mcp Claim
Convert PDF, DOCX, XLSX, PPTX, HTML, audio to token-efficient Markdown for any …
B 71 33 60 N/A N/A 57 95
20629
clouatre-labs
MCP server for code structure analysis using tree-sitter.
B 71 33 45 N/A N/A 82 95
20630
TheoBrigitte
mcp-time Claim
MCP server which provides utilities to work with time and dates, with natural l…
B 71 43 66 52 N/A 72 94
20631
portainer
A powerful MCP server that enables AI assistants to seamlessly interact with Po…
B 71 44 80 45 76 82
20632
huhu588
Infinity-MCP Claim
A Cursor IDE enhancement plugin that provides multi-session MCP functionality a…
B 71 33 66 N/A N/A 48 95
20633
thuupx
memory-mcp-lite Claim
A lightweight, structured, token-efficient local-first MCP memory server
B 71 33 60 N/A N/A 56 95
20634
Cbrown35
Enables comprehensive integration with Mautic marketing automation platform, pr…
B 71 44 90 63 38 80
20635
rog0x
perf Claim
Benchmark, memory, Big O analysis for AI agents
B 71 33 72 N/A N/A 37 95
20636
Stellify-Software-Ltd
stellify-mcp Claim
Build Laravel apps through conversation. Code stored as structured JSON for sur…
B 71 43 96 60 N/A 27 83
20637
haris-musa
excel-mcp-server Claim
An Excel manipulation server providing workbook creation, data operations, form…
B 71 43 78 38 N/A 76 92
20638
metricprovenance
Runtime governance enforcement for AI agents. Validates data payloads against s…
B 71 33 72 N/A N/A 38 95
20639
l33tdawg
sage Claim
Persistent, consensus-validated institutional memory for AI agents. Runs locall…
B 71 43 56 63 N/A 80 91
20640
wjohns989
Muninn Claim
A local-first persistent memory server that provides AI agents with determinist…
B 71 43 96 30 N/A 62 87
20641
mlintangmz2765
scholar Claim
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) w…
B 71 33 72 N/A N/A 65 75
20642
Deva-me-AI
Provides a comprehensive suite of tools for agents to access Deva Agent Resourc…
B 71 44 90 68 33 80
20643
andrewlwn77
NocoDB MCP Server Claim 1
Enables AI agents to interact with NocoDB databases for managing tables, record…
B 71 44 78 68 50 80
20644
mcpshim
mcpshim Claim
Turn remote MCP servers into local command workflows.
B 71 43 90 41 N/A 53 92
20645
Samcil
Excel MCP Server Claim
Enables reading and writing of values, formulas, and formatting in Microsoft Ex…
B 71 43 78 53 N/A 53 92
20646
flytohub
flyto-indexer Claim
Code intelligence MCP server: impact analysis, dependency graphs, dead code det…
B 71 43 100 28 N/A 56 90
20647
itsalfredakku
Enables comprehensive PostgreSQL database management through natural language i…
B 71 44 100 61 22 81
20648
urlbox
urlbox-mcp-server Claim
📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and vi…
B 71 43 72 72 N/A 44 90
20649
danielecr
realssh-mcp Claim 1
MCP server for SSH remote command execution
B 71 33 69 N/A N/A 44 95
20650
dgtalquantumleap-ai
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
B 71 33 78 N/A N/A 42 83
Showing 20601–20650 of 33593 servers
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