MCP Server Quality Scores

Independent quality analysis of 66301 public MCP servers

66301
Discovered
31699
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65651
Paul-Particle
mcp-vsdiff Claim
An MCP server that exposes VS Code's advanced diff algorithm as a tool, providi…
N/A N/A
65652
Jatin-IITB
Enables AI assistants to access food product information, providing nutritional…
65653
getcroissant
croissant Claim
Search and book coworking spaces and conference rooms via Croissant.
N/A N/A 83
65654
MdMizanurVU
Enables users to interact with professional digital twin data via Claude Deskto…
N/A N/A
65655
budhasantosh010
A quality-first multi-agent reasoning framework with fractal verification, adve…
N/A N/A
65656
luowei-tech
asd Claim
N/A N/A 95
65657
flightlesstux
token-saver Claim
MCP plugin that alerts you when AI token usage is wasteful. Fires warnings, err…
N/A N/A
65658
surajfale
Enables AI assistants to create conventional Git commits, update changelogs, an…
N/A N/A
65659
moritzhwnr
imessage-mcp Claim
Read-only MCP server for your iMessage DB. No hosted service.
N/A N/A
65660
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
81
65661
rkpraveendev
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
N/A N/A
65662
mbufkin
Cloakbox Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
N/A N/A
65663
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
N/A N/A 95
65664
ghdejr11-beep
Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Sa…
65665
Pipelex
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
65666
alexandreCyber
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Eta…
65667
argosvix
Lets AI agents query, manage, and operate their LLM observability data directly…
65668
skillzmarket
Enables AI assistants to search, get info, call, and review paid AI skills on S…
65669
IvanTereshin
yougile-mcp Claim
A production-grade Model Context Protocol server for YouGile that lets AI agent…
65670
sanjibani
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
65671
Mervecaliskann
A simple MCP server that provides repository information (list repos, get repo …
65672
poliakarmai
bybit-ws Claim
An MCP server that enables AI agents to scan the market, manage positions, and …
65673
jackmmaher
SIC Codes UK Claim
UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.…
65674
manza7014
tingyun-mcp Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
65675
tillkolter
Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides to…
N/A N/A
65676
nandanosql
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
N/A N/A
65677
michielhdoteth
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
65678
aHk-coder
finn-mcp Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
65679
isouravsengupta
mlctl Claim
Enables natural language management of the full ML lifecycle including experime…
65680
getcustomaise
customaise Claim
Connects AI coding agents to the Customaise Chrome extension, enabling manageme…
N/A N/A
65681
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
N/A N/A
65682
Applied-Artificial-Intelligence-Eurecat
MCP server for EPANET water-distribution network simulation and scenario analys…
N/A N/A
65683
devarayasaidakshesh
Connects any MCP-compatible AI assistant directly to a Salesforce org for query…
N/A N/A
65684
liqi888
Converts structured Markdown into ProcessOn mind maps via API, enabling AI agen…
N/A N/A
65685
mukung26
Enables AI assistants to send and retrieve messages, access employee informatio…
N/A N/A
65686
migratorywhale
Bridges MCP-compatible AI assistants with the Stack-chan robot, enabling speech…
N/A N/A
65687
TheBarmaEffect
Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
N/A N/A
65688
wawworld
dynalist-mcp Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
N/A N/A
65689
aitools420
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Mon…
N/A N/A
65690
Baneado98
MCP server that gates premium features behind a combined x402 (USDC per call) a…
65691
Armigerous
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
65692
orioninfra
Celestia network intelligence for AI agents: daily analysis, anomaly signals an…
65693
poddubnyoleg
moengage-mcp Claim
MCP server for MoEngage marketing platform, exposing campaign and email-templat…
65694
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
65695
lietblue
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
N/A N/A
65696
slackermafia
Connects to Google Gemini API for text-to-image generation and image editing, w…
N/A N/A
65697
cherryaugusta
A Windows-first Python MCP server for Gmail that reads unread emails and create…
N/A N/A
65698
nexoreai
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
65699
goodmeta
Spending limits for AI agents. Create budgets, enforce limits, track spend acro…
65700
MitchellGulledge3
Provides investigation tools for Cloudflare CCF data in Microsoft Sentinel, ena…
N/A N/A
Showing 65651–65700 of 66301 servers