MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60601
lancelin111
Enables AI assistants to automatically upload videos to Douyin (TikTok China) c…
N/A N/A
60602
pipeworx-io
data-seattle Claim
Enables querying Seattle open data from data.seattle.gov via the Socrata SODA A…
60603
aswin-s
MCP server providing real-time Indian stock market data through 15 tools, inclu…
60604
Hady-Achkar
Provides live cryptocurrency market data including current prices, 24h stats, a…
60605
jimrarras
coolify-mcp Claim
MCP server for managing a self-hosted Coolify instance. Provides full REST CRUD…
60606
canbolayir
Enables Claude to fully manage self-hosted Supabase instances, covering authent…
N/A N/A
60607
luke-nielsen
ledger-mcp Claim
Enables renters to cross-examine their rent ledger against their lease using de…
N/A N/A
60608
arq0017
A backend server that interacts with the Instagram Graph API to fetch post enga…
60609
calclavia
mcp-obsidian Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
N/A N/A 95
60610
G12789
ctxshot-mcp Claim
A lightweight MCP server that provides project briefing tools (session_brief, p…
N/A N/A
60611
netandreus
pi-auto Claim
Provides usage data from @ccusage/pi and tools to switch between AI providers (…
N/A N/A
60612
benoitliard
touch-mcp Claim
High-performance MCP server that enables AI assistants to control TouchDesigner…
N/A N/A
60613
gm4prezi
npi-verify Claim
MCP server for looking up and searching US healthcare providers in the CMS NPPE…
60614
Kajdep
Read-only MCP server and JSON API for international country calling codes, ISO …
60615
8vdx1
fundos-mcp Claim
AI-native MCP server for fund managers — deal pipeline, LP management, covenant…
60616
boris0024
MCP server for controlling Screaming Frog SEO Spider through AI assistants, ena…
N/A N/A
60617
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
81
60618
PranavPradhan
sonicpi-mcp Claim
Enables AI-powered music generation and control of Sonic Pi through natural lan…
N/A N/A
60619
bikefuchs
Price comparison & cart optimizer for bike parts across German & Austrian shops
60620
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
60621
lihaokun
outlook-mcp Claim
MCP server for Outlook — enables AI assistants to access email, contacts, and c…
N/A N/A
60622
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
81
60623
rohitkhatana
An MCP server for controlling and automating Google Chrome browser operations u…
N/A N/A
60624
akutishevsky
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
60625
takeokunn
A Model Context Protocol server for Metabase that enables AI assistants to inte…
N/A N/A
60626
krollchristensen
A simple MCP server for managing tasks via a local JSON file, demonstrating res…
N/A N/A
60627
timememe
Shared voxel world for AI agents. Extend First Light at the world centre over H…
60628
MIMI180306
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
N/A N/A
60629 N/A N/A 95
60630
enzymecat9
Telnet-based MCP server for H3C network device CLI, enabling connection, comman…
N/A N/A
60631
ENG-cpu-bit
Enables interactive control of Blender for 3D scene manipulation, geometry crea…
N/A N/A
60632
w00dbury
MCP server that provides tools to access Google Maps Environment APIs for air q…
N/A N/A
60633
ayushozha
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
N/A N/A
60634
srzh20
Bridges Motion's API with LLMs so you can manage tasks, search projects, check …
60635
GabrielBBaldez
notify-hub Claim
Unified notification MCP server with 36 tools to send messages across 23 channe…
81
60636
psyto
NEXUS Claim
Exposes Solana DeFi infrastructure — Percolator perpetuals, Sigma derivatives, …
N/A N/A
60637
warpdot-dev
composio Claim
typescript python sdk ai-agents anthropic openapi langchain openai-agents llama…
N/A N/A
60638
badchars
The most comprehensive steganography analysis toolkit for AI agents, providing …
N/A N/A
60639
NerdSnipe-Inc
An MCP server that gives AI agents full access to Follow Up Boss CRM via natura…
60640
architagrawal
prismsplit Claim
Split bills from your AI: read bills & balances, create equal splits, request s…
60641
ryanleecode
Enables AI assistants to generate UI components and web interfaces from natural…
60642
queflyhq
memex Claim
Centralized agentic memory and MCP gateway for LLMs, enabling persistent memory…
N/A N/A
60643
quittung
MCP server that reads local OpenClaw session files to provide token usage and c…
N/A N/A
60644
pangolinfo
amazon-mcp Claim
Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI …
60645
mattcoatsworth
Enables interaction with the Mailchimp API for managing campaigns, lists, templ…
60646
justinhaaheim
A Model Context Protocol (MCP) server that integrates Apple Reminders with Clau…
N/A N/A
60647
8899you
claude Claim
N/A N/A 95
60648
haoxinm
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
60649
ArthDh
An MCP server that performs automated code reviews by analyzing git diffs again…
N/A N/A
60650
SachinGawande2003
A bioinformatics MCP server that connects AI clients to over 30 life science da…
Showing 60601–60650 of 67286 servers