MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54251
SuLG-ik
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
N/A N/A
54252
FreePeak
A lightweight MCP server that provides real-time Mermaid diagram syntax validat…
N/A N/A
54253
emawritz
whatsapp-mcp Claim
Connects WhatsApp to Claude Code, enabling message reading, audio transcription…
N/A N/A
54254
odrones
gsc-mcp Claim
MCP server that exposes the Google Search Console API, allowing LLMs to query S…
54255
atlas-outreach-data-tools
MCP server for ATLAS Open Data that enables LLMs to discover, query, and retrie…
N/A N/A
54256
klappy
Aquifer MCP Claim
Thin Cloudflare Workers MCP server for navigating Bible Aquifer content, enabli…
54257
rawnly
Enables AI assistants to interact with Targetprocess for search, create, update…
54258
bvandevliet
Enables AI assistants to control Betaflight flight controllers over serial via …
N/A N/A
54259
logus2k
mcp-service Claim
Dual-interface MCP server that exposes declarative tools and reusable skills vi…
54260
Drastixs
canvas-lms Claim
MCP server for Canvas LMS with automatic OAuth authentication. Enables interact…
54261
LNSHRIVAS
pysince-mcp Claim
Provides tools for tracking file reads and staleness, enabling LLM agents to de…
N/A N/A
54262
mcp Claim 1
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
N/A N/A 81
54263
pabloweyne
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
81
54264
apaleo
Apaleo Claim
Manage hotels via the apaleo PMS API: reservations, folios, invoices, rates and…
54265
allenrobel
nd-quirks Claim
An MCP Server that leverages notes written in Markdown, tailored for developing…
54266
Zen4-bit
Proxima Claim
A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini…
N/A N/A
54267
kitfunso
Luminus Claim
Provides real-time European and GB electricity grid data via MCP, including gen…
N/A N/A
54268
mpprimo
ratings Claim
Independent quality ratings for MPP services on Tempo. Query scores, get AI-pow…
81
54269
mananmodi-product
caelian Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
N/A N/A 95
54270
Aman-Amith-Shastry
Create and manage tensors to perform linear algebra, matrix decompositions, and…
N/A N/A 95
54271
theYahia
Wildberries Seller API MCP server providing 15 tools for managing products, pri…
54272
Basis-sh
basis Claim
N/A N/A 95
54273
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
54274
devjourney
Enables AI assistants to control Music Assistant for music search, library brow…
54275
yksanjo
An MCP server that allows AI agents to monitor and interact with Codex sessions…
N/A N/A
54276
skjortan23
Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
54277
TaeheeLim
ai-debate Claim
Enables Claude Code to debate with Gemini on a given topic by managing conversa…
54278
documentation-x
Greet people by name with quick, friendly salutations. Explore the origin story…
N/A N/A 95
54279
haqops
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
54280
hamr0
mcprune Claim
MCP middleware that prunes Playwright accessibility snapshots for LLM agents, r…
N/A N/A
54281
CryptoAPIs-io
Self-hosted MCP proxy that puts an x402 paywall in front of an existing MCP ser…
N/A N/A
54282
axel-belfort
Markdown to HTML converter API for AI agents. Convert Markdown to clean HTML wi…
81
54283
slettmayer
An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabli…
54284
zecure
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
81
54285
lang-ai
A Model Context Protocol server that analyzes customer cancellation survey data…
81
54286
awaybreaktoday
Enables comprehensive interaction with GitHub repositories, including code mana…
81
54287
allenzhangyiteng
Boat House Claim
Deploy and share small apps with team login, persistent data, versioned updates…
54288
matteo1222
A Model Context Protocol (MCP) server that integrates with Anki flashcard appli…
N/A N/A
54289
reaper1067MSX
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
N/A N/A
54290
loonerlogic
Provides AI assistants with 6 tools to access Material UI component documentati…
54291
shieldyguy
stm32-mcp Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
N/A N/A
54292
ZZZ034
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
54293
MuhDur
oraclemcp Claim
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (…
N/A N/A
54294
printmoneylab
x402watch Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
54295
crisog
Unofficial MCP server for Railway that enables managing Railway infrastructure …
54296
beneb89
changegamer Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
54297
Markusbetter
An MCP server for analyzing images using ModelScope's vision models. Supports b…
N/A N/A
54298
pipeworx-io
Enables querying and searching Vilas County, Wisconsin open geospatial datasets…
54299
romaine-life
mcp-grafana Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
54300
postgres-mcp Claim 1
PostgreSQL MCP server - query, schema introspection, explain, and health checks…
N/A N/A 81
Showing 54251–54300 of 67226 servers