MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21201
decantr-ai
mcp-server Claim
Design intelligence for AI-generated UI. Essence spec, registry, drift detectio…
B 71 33 58 N/A N/A 59 95
21202
theYahia
amocrm-mcp Claim 1
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
B 71 33 57 N/A N/A 62 95
21203
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
21204
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
21205 B 71 43 86 41 N/A 64 87
21206
mhajder
Ghostfolio MCP Server Claim 2
Provides programmable access to Ghostfolio portfolio management and financial d…
B 71 33 57 78 83
21207
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
21208
mishrasanjeev
grantex Claim
OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocatio…
B 71 33 60 N/A N/A 72 83
21209
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
21210
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
21211
cyanheads
mailchimp-mcp-server Claim 1
Mailchimp via MCP: draft, test, and send campaigns; manage audiences and subscr…
B 71 33 76 N/A N/A 57 75
21212
gzoonet
cortex Claim
Local-first knowledge graph for developers. Watches project files, extracts ent…
B 71 43 64 67 N/A 63 90
21213
wkoutre
Linear MCP Server Claim
Enables AI assistants to interact with Linear's project management system throu…
B 71 44 94 62 30 82
21214
dsgarage
UniMCP4CC Claim
Enables Claude Code to directly control Unity Editor, supporting scene manipula…
B 71 43 66 58 N/A 70 92
21215
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
21216
MarcelRoozekrans
Roslyn-based MCP server providing semantic code intelligence for .NET codebases.
B 71 33 54 N/A N/A 66 95
21217
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
21218
severalnines
Enables management of CCX database clusters through AI assistants, supporting o…
B 71 43 72 72 39 92
21219
IamNishant51
atlas-pipeline Claim
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→…
B 71 43 84 65 N/A 50 75
21220
MidwestMountaineer
UniFi MCP Server Claim
Enables AI assistants to manage and monitor UniFi Network Controllers through n…
B 71 44 100 41 51 81
21221
Appsilon
TealFlowMCP Claim 1
Enables LLMs to discover, understand, and generate Teal R Shiny applications fo…
B 71 43 69 56 N/A 64 95
21222
macOS26
Agent Claim
Agent! Is a native macOS App that works with any LLM [local and cloud], [open s…
B 71 33 58 N/A N/A 61 95
21223
Dark-Kernel
tuisic Claim
First of its kind, A simple TUI online music streaming application written in c…
B 71 33 54 N/A N/A 69 95 C
21224
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
21225
FixtureForge
timeweaver-mcp Claim 1
Synthetic time-series test data with trend, seasonality, noise, and anomalies, …
B 71 33 76 N/A N/A 32 95
21226
i2y
d2mcp Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
B 71 43 72 53 N/A 59 95
21227
CSOAI-ORG
robotics-control-mcp MCP server by MEOK AI Labs
B 71 33 72 N/A N/A 37 95
21228
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
21229
rinadelph
Agent-MCP Claim
A framework for creating multi-agent systems using MCP for coordinated AI colla…
B 71 43 90 37 N/A 63 89
21230
metricprovenance
Runtime governance enforcement for AI agents. Validates data payloads against s…
B 71 33 72 N/A N/A 38 95
21231
mattt
iMCP Claim
A macOS app that provides an MCP server to your Messages, Contacts, Reminders a…
B 71 33 54 N/A N/A 67 95
21232
cslylla
MCP Chat CLI Claim
A command-line chat interface that connects to an MCP server for reading and ed…
B 71 33 66 N/A N/A 48 95
21233
therealtimex
un-datacommons-mcp Claim 1
MCP server to query Data Commons indicators and observations (base or custom).
B 71 43 76 57 N/A 66 83
21234
portainer
A powerful MCP server that enables AI assistants to seamlessly interact with Po…
B 71 44 80 45 76 82
21235
marykovziridze
screaming-frog-mcp Claim
Screaming Frog SEO Spider headless crawls, data export, and technical SEO audit…
B 71 33 66 N/A N/A 48 95
21236
dgtalquantumleap-ai
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
B 71 33 78 N/A N/A 42 83
21237
justinpreston
MCP Router Claim
A centralized gateway platform for aggregating and managing multiple Model Cont…
B 71 43 84 62 N/A 34 92
21238
ahmedrowaihi
Provides Azure DevOps integration through MCP, enabling management of projects,…
B 71 44 84 70 36 81
21239
node-man
dechonet-mcp Claim
Domain security reconnaissance for AI agents. 13 tools — DNS + DNSSEC, SSL/TLS …
B 71 33 72 37 95
21240
Jtewen
An MCP to give AI agents extensive knowledge of your personal finances and cont…
B 71 44 78 65 55 81
21241
mattlong-plux
hostaway Claim
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
B 71 33 78 N/A N/A 42 83
21242
Whatsonyourmind
oraclaw Claim
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph…
B 71 33 60 N/A N/A 73 83
21243
bnomei
Kirby MCP Claim
CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or …
B 71 33 48 77 95
21244
andhikapraa
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
B 71 43 84 66 N/A 30 90
21245
kirkderp
Rogue Binary MCP Claim
Rust MCP server for binary analysis and reverse engineering.
B 71 33 60 N/A N/A 56 95
21246
bakcoder
A starter project for rapidly developing Model Context Protocol servers using T…
B 71 33 74 N/A N/A 35 95
21247
Leonine-Studios
Enables interaction with Microsoft Outlook for managing emails and calendars th…
B 71 44 84 72 33 81
21248
seayniclabs
Bench Claim
USB hardware discovery, device identification, serial communication, and diagno…
B 71 33 58 N/A N/A 59 95
21249
Singtaa
Enables AI assistants to interact with Unity Editor projects through 68+ tools …
B 71 43 84 48 N/A 49 95
21250
software-engineer-mj
GitHub MCP Server Claim
A Python-based Model Context Protocol server that provides 87 tools for compreh…
B 71 44 72 70 55 82
Showing 21201–21250 of 66518 servers
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