MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
301
nikkoxgonzales
crash-mcp Claim
MCP server for structured and efficient reasoning with step validation, branchi…
B 84 55 96 82 N/A 76 83 78
302
AustinKelsay
nostr-mcp-server Claim
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
B 84 54 84 66 N/A 82 92 100
303
keshrath
agent-knowledge Claim
Cross-session memory for AI agents - knowledge graph, scoring, semantic search
B 84 44 84 N/A N/A 60 95 92
304
Ansvar-Systems
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
B 84 54 71 89 N/A 61 95 100
305
SatoshiAPI
L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.
B 84 44 72 N/A N/A 71 95 99
306
jasonwilbur
cloud-regions Claim 1
Cloud region data for AWS, Azure, GCP, OCI & more. Query by location, complianc…
B 84 55 94 91 N/A 53 95 77
307
ryanmazzolini
Minimal Godot MCP Claim
Provides instant GDScript syntax validation and diagnostics by bridging Godot's…
B 84 54 90 58 N/A 76 95 99
308
anipotts
iMessage MCP Claim 1
25 tools for searching, analyzing, and exploring your iMessage history on macOS.
B 84 55 70 100 N/A 79 95 76
309
ideadesignmedia
Memory MCP Server Claim
SQLite-backed memory storage for MCP agents with optional semantic search via O…
B 84 55 78 100 N/A 45 95 90
310
gomessoaresemmanuel-cpu
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
B 84 44 82 N/A N/A 53 95 97
311
IQAIcom
MCP-Discord Claim
A Discord Model Context Protocol server that enables AI assistants to interact …
B 84 55 96 68 78 80 99
312
terranode-co
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
B 84 44 90 55 83 99
313
airblackbox
air-blackbox-mcp Claim 1
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
B 84 55 76 82 N/A 65 95 98
314
verygoodplugins
MCP Server Local WP Claim 1
Enables direct interaction with local WordPress development sites through Local…
B 84 55 94 75 N/A 63 95 84
315
jamiew
Spotify Claim
MCP server connecting LLMs to Spotify, with smart-batching and large-playlist t…
B 84 54 88 71 N/A 67 92 97
316
yjqian19
exa-mcp-server Claim 1
B 84 66 90 80 97 50 82 92
317
railwayapp
mcp-server Claim
Official Railway MCP server
B 84 54 90 72 N/A 63 95 97
318
pijusz
mcp-gads Claim
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
B 84 44 76 N/A N/A 70 95 94
319
Ansvar-Systems
cambodian-law-mcp Claim 1
Cambodia legislation via MCP -- full-text search across statutes and provisions
B 84 64 92 73 94 46 95 93
320
stefanoamorelli
fred-mcp-server Claim
Open-source FRED MCP Server (Federal Reserve Economic Data)
B 84 54 90 71 N/A 88 84 88
321
sharozdawa
SERP-based content scoring and optimization with 7 SEO categories.
B 84 44 72 70 95 99
322
briantkatch
Enables AI assistants to search, read, and update recipes in Paprika Recipe Man…
B 84 55 94 100 48 81 85
323
BicameralAI
Bicameral MCP Claim
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
B 84 44 90 N/A N/A 48 95 92
324
RapierCraft
Perplexity-Comet-MCP Claim 1
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
B 84 54 94 58 N/A 80 90 99
325
Softeria
A Model Context Protocol server that enables interaction with Microsoft 365 ser…
B 84 54 90 67 81 88 95
326
rog0x
mcp-dep-tools Claim 1
MCP server providing dependency and package management tools for AI agents. Ana…
B 84 44 94 N/A N/A 35 95 96
327
cyanheads
An MCP server that enables AI agents to perform search-augmented queries and de…
B 84 54 94 75 64 92 91
328
stippi
Coding agent with basic list, read, replace_in_file, write, execute_command and…
B 84 54 90 68 N/A 73 90 98
329
jeanlopezxyz
mcp-alertmanager Claim
A Model Context Protocol (MCP) server for Prometheus Alertmanager
B 84 54 82 68 N/A 79 94 99
330
mobile-next
mobile-mcp Claim 2
MCP Server for Android/iOS application and device automation, development and a…
B 84 55 69 100 N/A 84 95 75
331
jx-codes
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
B 84 55 90 100 N/A 28 95 91
332
mrgoonie
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
B 84 55 82 100 74 82 80
333
djmoore711
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
B 84 55 100 75 53 81 100
334
j0hanz
Memory MCP Server Claim
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
B 84 55 84 100 N/A 53 95 76
335
kdpa-llc
local-skills-mcp Claim
A universal MCP server that enables any LLM or AI agent to access expert skills…
B 84 54 84 62 N/A 84 95 96
336
holomodular
Generate a ServiceBricks C# .NET microservice as a ZIP file.
B 84 66 92 86 90 63 81 85
337
loglux
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
B 84 54 100 63 N/A 72 90 90
338
fantasy090633
mcp-server-mysql Claim
B 84 54 94 73 N/A 53 95 97
339
Ansvar-Systems
mozambican-law-mcp Claim 1
Mozambique legislation via MCP -- full-text search across statutes and provisio…
B 84 64 92 73 94 45 95 94
340
disco-trooper
apple-notes-mcp Claim 1
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD o…
B 84 54 100 72 N/A 55 92 92
341
neverinfamous
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
B 84 54 96 41 N/A 88 100 97
342
pyth-network
Real-time and historical price feeds for 500+ crypto, equities, FX, and commodi…
B 84 66 92 80 93 59 81 90
343
zxkane
Use Amazon Nova Canvas model for image generation.
B 83 55 100 68 61 80 100
344
blade47
ShadowGit MCP Server Claim 1
Provides AI assistants with secure, read-only access to ShadowGit repositories …
B 83 54 100 60 N/A 61 92 94
345
uldyssian-sh
vmware-esxi-mcp Claim
Enables management of VMware ESXi hosts and virtual machines through standardiz…
B 83 54 100 41 85 90 99
346
onamfc
TypeScript starter template for building Model Context Protocol (MCP) servers, …
B 83 54 100 61 N/A 66 90 92 HT
347
serenichron
mcp-cloudron Claim 2
An MCP server for managing Cloudron instances that enables monitoring and contr…
B 83 55 81 100 59 81 89
348
itseasy21
mcp-codebase-index Claim 1
B 83 54 84 70 N/A 71 92 95
349
Lexus2016
A fully functional web workspace for Claude Code CLI—chat, Kanban task board, t…
B 83 54 94 70 N/A 55 92 94 HT
350
alt250
Famxplor Family Travel Activities
B 83 66 90 86 95 40 81 91
Showing 301–350 of 67181 servers
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