MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56101
QuocTang
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
— ○ ⏳ — — — — — —
56102
kaorii-ako
Shiori-v1 Claim
Open-source AI study companion — Google Classroom sync, Gemini AI plans, SRS fl…
— ○ ⏳ — N/A N/A — — —
56103
cwinvestments
Enables Claude Code with 127 professional skills for deployment, security, data…
— ○ ⏳ — N/A N/A — — —
56104
yothunder
Enables browsing and preparing study materials from local documents (PDF, Markd…
— ○ ⏳ — N/A N/A — — —
56105
SMS-Masivos
Enables AI assistants to send SMS, manage contacts, verify numbers, and query c…
— ○ ⏳ — — — — — —
56106
danielbres
massive-mcp Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
— ○ ⏳ — N/A N/A — — —
56107
acscpt
beebjit-mcp Claim
Lets an AI application instantiate, connect to, drive, capture output from, and…
— ○ ⏳ — N/A N/A — — —
56108
janschachtschabel
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
— ○ ⏳ — — — — — —
56109
RobertoDure
Provides AI assistants with secure access to Metasploit Framework functionality…
— ○ ⏳ — N/A N/A — — —
56110
Zaloog
kanban-tui Claim
MCP server for kanban-tui, a terminal-based task manager, that exposes task, bo…
— ○ ⏳ — N/A N/A — — —
56111
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
— ○ ⏳ — N/A N/A — — —
56112
sagarparasarmk
MCP server for cleaning up Yahoo Mail inbox, enabling email management (list, s…
— ○ ⏳ — — — — — —
56113
wyre-technology
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
— ○ ⏳ — — — — — —
56114
devitway
Minimal local RAG stack with an MCP server that provides document search for an…
— ○ ⏳ — N/A N/A — — —
56115
rbsoftwaresystems
An MCP server that turns a rough project idea into a structured spec, running e…
— ○ ⏳ — N/A N/A — — —
56116
archis17
Enables AI assistants to interact with local Git repositories for operations li…
— ○ ⏳ — N/A N/A — 95 —
56117
the-events-calendar
Enables AI assistants to manage events, venues, organizers, and tickets on Word…
— ○ ⏳ — — — — — —
56118
eltociear
MCP server: static security scanner for MCP servers, agent skills & plugins. 68…
— ○ ⏳ — N/A N/A — — —
56119
chrishayuk
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
— ○ ⏳ — — — — — —
56120
anam-org
Enables managing AI personas, avatars, voices, and sessions from any MCP client…
— ○ ⏳ — — — — — —
56121
proGabby
Enables transforming raw bug notes into structured defect reports (Summary, Ste…
— ○ ⏳ — N/A N/A — — —
56122
headlohq
headlo-mcp Claim
MCP server that provides Claude Desktop and Claude Code with access to Headlo c…
— ○ ⏳ — — — — — —
56123
Kimiko Claim 1
Kimiko, the private AI notepad: local MCP for your meetings, notes and tasks. O…
— ○ — N/A N/A — 81 —
56124
juananpe
Provides tools for searching and downloading images using Google Image Search A…
— ○ ⏳ — N/A N/A — — —
56125
wernerpe
MCPacer Claim
An AI-powered running coach that connects Claude to your Strava data, providing…
— ○ ⏳ — N/A N/A — — —
56126
kayomarz97
TransBench Claim
TransBench is a translational research agent that takes free-text clinical obse…
— ○ ⏳ — N/A N/A — — —
56127
jitsucom
Jitsu Claim
Manage Jitsu data pipelines: destinations, streams, connections, functions, liv…
— ○ ⏳ — — — — — —
56128
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
— ○ ⏳ — N/A N/A — 95 —
56129
openfantasymap
A FastMCP server that exposes hospitality data — accommodations, events, and ga…
— ○ ⏳ — N/A N/A — — —
56130
stevemholmes
Provides a template for deploying a remote MCP server on Cloudflare Workers wit…
— ○ ⏳ — — — — — —
56131
surewht
An MCP server that enables AI assistants to analyze images for AI-generated con…
— ○ ⏳ — N/A N/A — — —
56132
AllenComm
docsearch Claim
MCP server that enables searching and reading binary document files (PDF, DOCX,…
— ○ ⏳ — N/A N/A — — —
56133
tirth1263
Enables natural-language AI agents to query and manage Couchbase databases via …
— ○ ⏳ — — — — — —
56134
damassi
A Model Context Protocol server that provides Artsy partner analytics tools for…
— ○ ⏳ — N/A N/A — 95 —
56135
wbgrds
mcp-zenkit Claim
Enables managing Zenkit collections and entries through natural language comman…
— ○ ⏳ — — — — — —
56136
nchgn
MCP server for Metabase that gives AI agents full access to query, explore, and…
— ○ ⏳ — N/A N/A — — —
56137
Johnny-Martinez
MCP server providing tools to verify task completion (tests pass and changes ma…
— ○ ⏳ — N/A N/A — — —
56138
raza10006
Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabl…
— ○ ⏳ — — — — 81 —
56139
echo-xianyu
An MCP server that searches booru image boards and cleans their tags into ready…
— ○ ⏳ — — — — — —
56140
zohaiblazuli
spectral Claim
MCP server for website reconnaissance. Gives Claude the ability to fingerprint …
— ○ ⏳ — N/A N/A — — —
56141
arcaelas
Arcaelas MCP Claim
Provides AI-powered tools for image generation, text-to-speech conversion, back…
— ○ ⏳ — — — — 81 —
56142
pabloweyne
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
— ○ ⏳ — — — — 81 —
56143
lin-penglin
Lets Claude run validated, auditable HEOR analyses (cohort construction, outcom…
— ○ ⏳ — N/A N/A — — —
56144
chu459
Enables Codex to orchestrate multi-agent coding by routing tasks to local Claud…
— ○ ⏳ — N/A N/A — — —
56145
desper
Share AI-generated HTML from your coding agent. Unguessable URL + viewer analyt…
— ○ ⏳ — N/A N/A — — —
56146
paris3169
A Model Context Protocol server that provides tools for querying, updating, and…
— ○ ⏳ — — — — — —
56147 — ○ ⏳ — N/A N/A — 95 —
56148
omniologynow
AI-powered DeFi analytics MCP server. 7 tools for discovering yield opportuniti…
— ○ ⏳ — N/A N/A — 95 —
56149
chrischall
gemini-mcp Claim
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
— ○ ⏳ — N/A N/A — — —
56150
ken-grafals
icloud-mcp Claim
MCP server for iCloud integration, enabling management of calendars (CalDAV), c…
— ○ ⏳ — — — — — —
Showing 56101–56150 of 69135 servers