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
251
Ansvar-Systems
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
B 84 54 71 89 N/A 61 95 100
252
Shangri-la-0428
Thronglets Claim
P2P shared memory substrate for AI agents — stigmergic knowledge network via li…
B 84 44 84 N/A N/A 57 95 91
253
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
254
Softeria
A Model Context Protocol server that enables interaction with Microsoft 365 ser…
B 84 54 90 67 81 88 95
255
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
256
sharozdawa
schema-gen-mcp Claim
Generate Schema.org JSON-LD markup for 12 types including Person, Product, and …
B 84 44 72 72 95 96
257
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
258
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
259
ericbfriday
Enables LLMs to perform basic mathematical operations (add, subtract, multiply,…
B 84 66 86 100 95 21 81 100
260
loglux
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
B 84 54 100 63 N/A 72 90 90
261
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
262
terranode-co
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
B 84 44 90 55 83 99
263
jeanlopezxyz
mcp-alertmanager Claim
A Model Context Protocol (MCP) server for Prometheus Alertmanager
B 84 54 82 68 N/A 79 94 99
264
heroku
Heroku MCP server Claim 2
Let's your agent access the heroku platform
B 84 55 80 100 90 94 55
265
gomessoaresemmanuel-cpu
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
B 84 44 82 N/A N/A 53 95 97
266
4rgon4ut
sutra Claim 2
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
B 84 55 84 82 N/A 73 95 82
267
Lekssays
codebadger Claim
A containerized Model Context Protocol (MCP) server providing static code analy…
B 84 54 90 71 N/A 70 95 93
268
holomodular
Generate a ServiceBricks C# .NET microservice as a ZIP file.
B 84 66 92 86 90 63 81 85
269
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
270
docat0209
mcp-openapi Claim
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
B 84 54 96 62 N/A 72 94 94
271
easytocloud
Mac-letterhead Claim
Professional letterhead PDF generator for macOS with Markdown support and smart…
B 84 54 96 58 N/A 80 95 90
272
Ansvar-Systems
newzealand-law-mcp Claim
New Zealand legislation via MCP — full-text search across statutes and provisio…
B 84 66 96 77 96 52 82 91
273
DebugBase
Glance Claim
An MCP server that gives Claude Code real browser control for web automation, t…
B 84 44 66 N/A N/A 81 95 97
274
jackwrichards
FastlyMCP Claim
Enables AI assistants to interact with Fastly's CDN API through the Model Conte…
B 84 55 96 100 38 81 87
275
Pearl-com
Pearl Claim 1
Pearl
B 84 66 96 80 96 43 81 95
276
12-days-of-shipmas-2025
Generates blog and social media images using Google's Gemini AI with pre-config…
B 84 55 78 100 63 81 94
277
Yezery
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
B 84 55 74 100 N/A 48 95 94
278
iamsrikanthnani
MCP Boilerplate Claim
A server that implements the Model Context Protocol, providing a standardized w…
B 84 54 100 68 48 92 100
279
yukukotani
MCP server for Google Search integration using Gemini's built-in search capabil…
B 84 54 94 61 N/A 64 95 100
280
akshayvkt
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
B 84 66 100 80 99 35 81 95
281
mabeldata
MCP server that allows interaction with PocketBase databases, enabling record o…
B 84 54 100 71 63 90 89
282
samihalawa
An MCP server that enables AI agents to autonomously test, debug, and analyze w…
B 84 55 100 100 N/A 68 95 42
283
Averyy
Enables searching and filtering over 1.5 million electronic components across J…
B 84 55 100 79 57 81 93
284
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
285
Ansvar-Systems
uae-law-mcp Claim
UAE legislation via MCP — full-text search across federal laws, DIFC laws, and …
B 84 54 75 93 N/A 57 95 92
286
PatzEdi
MCPGex Claim
Enables LLMs to systematically develop and validate regex patterns by defining …
B 84 55 90 100 53 81 85
287
taskcrew
CUA MCP Server Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
B 84 66 96 74 95 46 81 98
288
simonl77
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, suppor…
B 84 55 86 100 54 81 87
289
VectifyAI
PageIndex MCP Claim
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
B 84 55 94 72 N/A 84 80 91
290
ondata
ckan-mcp-server Claim 1
MCP server for interacting with CKAN open data portals
B 84 55 85 66 N/A 86 95 90
291
yoda-digital
mcp-gitlab-server Claim 1
Production-grade GitLab MCP server with 86 tools — full GitLab control from any…
B 84 54 96 75 N/A 65 87 88
292
hindenrank
Enables users to check crypto protocol risk ratings, search for DeFi protocols,…
B 84 55 90 100 48 81 87
293
IBM
MCP Math Server Claim 1
A Mathematical Computation Protocol server providing 286 mathematical functions…
B 84 66 84 86 91 71 83 85
294
hanlulong
Provides a bridge between Stata statistical software and code editors like VS C…
B 84 54 96 56 N/A 80 90 99
295
sparkvibe-io
GuardianShield Claim 1
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
B 84 55 90 100 N/A 75 95 53
296
dnaerys
onekgpd-mcp Claim
real-time access to 1000 Genomes Project dataset
B 84 66 92 80 90 63 81 89
297
leap-laboratories
Disco Claim 1
Find novel, statistically validated patterns in tabular data — hypothesis-free.
B 84 66 96 86 88 45 81 98
298
democratize-technology
Vikunja MCP Server Claim
Enables AI assistants to interact with Vikunja task management instances, provi…
B 84 54 94 66 78 90 89
299
stippi
Coding agent with basic list, read, replace_in_file, write, execute_command and…
B 84 54 90 68 N/A 73 90 98
300
IBM
chuk-mcp-time Claim
Provides high-accuracy time information by querying multiple NTP servers for co…
B 84 66 84 71 93 74 84 96
Showing 251–300 of 67181 servers
« Prev 1 4 5 6 7 8 1344 Next »