MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29201
Reculi
mcp server for weather information query
N/A N/A 95
29202
RapierCraft
mcp-server Claim
Web scraping MCP server — scrape, extract structured data, screenshot any site …
N/A N/A
29203
mbrassey
solentic Claim
Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, un…
81
29204
caboose-mcp
Caboose MCP Claim
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
29205
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
29206
schwarztim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
81
29207
ZeroCoolZiemer
Provides structured access to Scripture through the BibleBridge API, enabling s…
29208
tecnologicachile
Enables AI-driven management of osTicket helpdesks through natural language, al…
29209
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
29210
prmail
WellPulse MCP is a privacy-first AI layer that transforms wellbeing data into r…
29211
Collaborium
Analyzes global and Indian stock market data via yfinance and queries local NSE…
N/A N/A
29212
xiaobenyang-com
temp-notes Claim
Capture quick notes in a single workspace. Read, write, and append ideas effort…
N/A N/A 95
29213
pmat-agent Claim 1
Zero-config AI context generation and code quality toolkit with Claude Code Age…
N/A N/A 81
29214
shadoprizm
CyberLens Claim
Security scanning for websites, public repositories, and Open CLAW skills.
N/A N/A
29215
janedouat
mcp-test Claim
N/A N/A 95
29216
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
29217
PierrunoYT
Enables high-quality image generation with advanced text rendering and contextu…
81
29218
mdz-axo
Provides comprehensive codebase analysis and semantic understanding through int…
N/A N/A 95
29219
maywzh
A server that enables LLMs to interact with web pages through structured access…
81
29220
paullippert
A comprehensive Model Context Protocol server for PocketBase that provides both…
N/A N/A 95
29221
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
N/A N/A 95
29222
toan203
osv-ui-mcp Claim
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
N/A N/A 95
29223 N/A N/A 95
29224
mcp-defender Claim 1
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
N/A N/A 81
29225
gianmarco.belmonte
facebook-ads Claim
N/A N/A 95
29226
ansvar
The open-source MCP server for European cybersecurity regulations. Query DORA,…
N/A N/A 95
29227
fletton
Cut Text Claim
Provide a minimal MCP server scaffold to help developers quickly build and test…
N/A N/A 95
29228
VedAstro
World's first Vedic Astrology MCP Server — connect Claude, ChatGPT, Cursor, or …
29229
hckhanh
Gitlab Utils Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
N/A N/A 95
29230 N/A N/A 95
29231
go2
mcp-server Claim
N/A N/A 95
29232
stabgan
steelmind Claim
Structured thinking + steel-manning verification for AI agents. Backed by 43+ p…
N/A N/A
29233
madasor
A Model Context Protocol server that enables AI assistants to request user feed…
N/A N/A 95
29234
86755crj
n7n Claim
N/A N/A 95
29235
pawanpanpan
serv Claim
N/A N/A 95
29236
cjwpenner
Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly i…
N/A N/A
29237
ImRonAI
telnyx-ai Claim
N/A N/A 95
29238
getpronto-io
getpronto Claim
Upload, transform, and manage images on Get Pronto from AI agents.
N/A N/A
29239
spajjuri.pro
vsfclubnew4 Claim
N/A N/A 95
29240
sebastianall1977
gmail-mcp7 Claim
N/A N/A 95
29241
seungil
Jangteo Claim
N/A N/A 95
29242
tomstuhl
Fuses biometric signals into a stress score (0-100) for AI adaptation. MCP + A2…
29243
theta4ai
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
81
29244 N/A N/A 95
29245
daedalus
mcp-oeis Claim
MCP server for the OEIS (Online Encyclopedia of Integer Sequences) API
N/A N/A
29246 N/A N/A 95
29247
chukui0202
test Claim
N/A N/A 95
29248
mail2vimal11-arch
Parse Receipts
29249
kamath
Provide interactive graphing calculator capabilities to your agents, enabling t…
N/A N/A 95
29250
jfdjaf
A minimal local MCP server that wraps any Claude Messages API-compatible upstre…
Showing 29201–29250 of 30006 servers
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