MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63351
aidalinfo
Relay MCP server enabling synchronous multi-turn communication between Hermes a…
63352
fastmcp-me
Enables querying clinical trial data from the AACT database (ClinicalTrials.gov…
63353
Muhammad-Sarfaraz
Enables querying DuckDuckGo Instant Answer API for search results.
63354
oakkaya
Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debuggi…
N/A N/A
63355
tommyjin2894
mcp-service Claim
A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
63356
lemonchikHere
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
N/A N/A
63357
rishabhsfdc
A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and…
N/A N/A
63358
moaaz01
Query, explore, and manage SQLite databases through the Model Context Protocol.…
63359
tonutoz
Integrates Notion with Claude Code, enabling search, read, and write operations…
63360
bolabaden
MCP server for vibe coding with music, enabling format conversion (LilyPond, Mu…
N/A N/A
63361
tamil3yashni-ship-it
Enables AI agents to interact with Angel One brokerage for live market data, po…
63362
Webotvurci-s-r-o
mcp-revelor Claim
Connects AI assistants to Revelor e-shop analytics, search configuration, and r…
N/A N/A
63363
edasan0568
Enables management of Proxmox VE environments via the Proxmox API, including no…
N/A N/A
63364
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
63365
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
N/A N/A 83
63366
seonix-ai
Lets any AI agent audit any website for SEO, GEO/AEO, and speed problems, repor…
63367
yzheeng
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
N/A N/A
63368
salutaris91
A lightweight, local MCP server for Mac that replicates a 3-stage LLM council w…
N/A N/A
63369
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
81
63370
obto-inc
OBTO Claim
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created…
63371
nubo-db
Dynoxide Claim
A DynamoDB-compatible database engine (Rust, SQLite-backed) whose MCP server ex…
63372
brickshubkuwait
Roster Claim
Enables querying your team's work (stats, overdue, workload, active members, et…
63373 N/A N/A 95
63374
PierrunoYT
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
81
63375
BillyNoyes
alpine-mcp Claim
Provides the complete Alpine.js documentation as resources, enabling AI assista…
N/A N/A
63376
Zuga-luga
zugabot Claim
Paid dev services for AI agents: code review, bug-fix, tests, docs, audits. USD…
63377
kaushikthakur97
autokg Claim
Turns warehouse/lakehouse tables into a governed entity-relationship knowledge …
63378
faith-tools
Provides guided prayers, semantic search, and pastoral care tools (encouragemen…
N/A N/A
63379
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
81
63380
taiseimiyaji
Enables AI assistants to interact with the Toggl time tracking API to manage ti…
N/A N/A 95
63381
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
63382
kojott
mailmcp Claim
Your mailboxes in ChatGPT and Claude: Gmail, iCloud, Fastmail, any IMAP. Passwo…
63383
Cymosoft
Cymosoft Claim
Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
63384
team-markmesh
MarkMesh Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
63385
TiaCommander Claim 1
Siemens TIA Portal MCP server — AI-assisted PLC programming. 16 tools, 166 acti…
N/A N/A 81
63386
kensaurus
Mushi-Mushi Claim
Bug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agen…
63387
cybrium-ai
Provides AI coding assistants with real-time security scanning superpowers, inc…
N/A N/A
63388
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
81
63389
ojaogezi
opm-mcp Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
N/A N/A
63390
kodey-ai
Find and enrich B2B contacts and companies for prospecting and outreach. Uncove…
N/A N/A 95
63391
mumez
MCP server for validating and linting Tonel formatted Smalltalk source code usi…
63392
universal-mcp
Provides a standardized interface for interacting with Coda's tools and service…
63393
devchux
CodeNav MCP Claim
CodeNav MCP is a remote Model Context Protocol server for exploring a codebase,…
63394
robwilde
Enables Claude Code CLI to interact with Jira, including fetching issue details…
63395
Mohib1992
A read-only MCP server that serves live HayDay game data (crops, products, anim…
N/A N/A
63396
duvomike
pjp-mcp Claim
Find companies in HubSpot by name or domain to enrich research and outreach. Ge…
N/A N/A 95
63397
ambermem
Amber Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
63398
andras-tkcs
noteker Claim
Converts handwritten PDF notes into clean Markdown using Claude Vision, with to…
N/A N/A
63399
robawolf
n8nmcp Claim
N/A N/A 95
63400
marian-kamenistak
elc-toolkit Claim
Leadership-ratio benchmark, partnership ROI builder, community-launch readiness…
Showing 63351–63400 of 67291 servers