MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62701
per-simmons
monocle Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
— ○ ⏳ — N/A N/A — — —
62702
mozhaa
Enables executing sbt commands in a persistent shell session for Scala projects…
— ○ ⏳ — N/A N/A — — —
62703
mobil3801
Connect to your Supabase project to explore and query your database. List table…
— ○ ⏳ — N/A N/A — 95 —
62704
Ak47dev-biz
An integrated advisory system that transforms Claude into a personal career coa…
— ○ ⏳ — N/A N/A — — —
62705
juergenkoller-software
distill-mcp Claim
MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) …
— ○ ⏳ — N/A N/A — — —
62706
khayashi4337
explain-lint Claim
Enables AI assistants to identify and judge unexplained terms in prose document…
— ○ ⏳ — N/A N/A — — —
62707
qinxiandiqi
An MCP server that wraps Android ADB functionality into AI assistant tools, ena…
— ○ ⏳ — N/A N/A — — —
62708
aryazansev
Integrates RetailCRM API with AI assistants, enabling access to orders, custome…
— ○ ⏳ — N/A N/A — — —
62709
AlgoChains
Enables AI assistants to interact with a complete trading infrastructure, inclu…
— ○ ⏳ — N/A N/A — — —
62710
lhbDesign
Generates TypeScript types for API functions from Swagger/OpenAPI documents, en…
— ○ ⏳ — N/A N/A — — —
62711
SundeepSuddala
mdify Claim
Automatically converts PDF, DOCX, XLSX, and CSV files to clean markdown when re…
— ○ ⏳ — N/A N/A — — —
62712
hosthobbit
Enables AI assistants to manage WHM hosting accounts and server administration …
— ○ ⏳ — — — — — —
62713
Isco0819
vault-mcp Claim
Exposes OS keychain or AES-256-GCM encrypted file secrets as MCP tools, allowin…
— ○ ⏳ — N/A N/A — — —
62714
i-zrhe2016
MCP server for checking reachability of nodes inside an Xray subscription by fe…
— ○ ⏳ — — — — — —
62715
aimasteracc
An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MC…
— ○ ⏳ — N/A N/A — — —
62716
Mind-Reply
Enables AI assistants to control a browser through Playwright tools for web aut…
— ○ ⏳ — — — — — —
62717
fridzema
A Claude Code MCP server that connects to Laravel Clockwork to provide insights…
— ○ ⏳ — N/A N/A — — —
62718
sasakiblog26-lgtm
Connect AI assistants to Exa's search capabilities: web search, code search, an…
— ○ ⏳ — N/A N/A — — —
62719
JeremyDong22
Model Context Protocol (MCP) server for scraping Taobao and Tmall product infor…
— ○ ⏳ — N/A N/A — — —
62720
david-choi-querypie
Say Hello Claim
Greet people by name with a friendly, personalized message. Make interactions w…
— ○ ⏳ — N/A N/A — 95 —
62721
Nainounen
homelab-mcp Claim
MCP server giving AI assistants full control of a Proxmox homelab, enabling man…
— ○ ⏳ — — — — — —
62722
jurislm
MCP server providing 19 tools to manage AI agent checkpoints and sessions via t…
— ○ ⏳ — N/A N/A — — —
62723
KharalDipendra
trello-mcp Claim
Enables AI agents to inspect and update Trello boards via the Trello REST API, …
— ○ ⏳ — — — — — —
62724
NUPUR0307
Enables interview preparation by analyzing resumes and job descriptions, genera…
— ○ ⏳ — N/A N/A — — —
62725
velyan
pdf-card-mcp Claim
Converts local PDFs into source-linked, card-based standalone HTML readers with…
— ○ ⏳ — N/A N/A — — —
62726
cdmmca2007
A Model Context Protocol server that enables connecting to PostgreSQL databases…
— ○ ⏳ — — — — — —
62727
killerfirst
Provides real-time weather and 3-day forecast for Chinese cities using the QWea…
— ○ ⏳ — — — — — —
62728
spences10
An MCP server that guides QA and verification processes by breaking down tasks …
— ○ ⏳ — N/A N/A — — —
62729
comparedge
ComparEdge Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
— ○ ⏳ — N/A N/A — — —
62730
botmonster
Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, ac…
— ○ ⏳ — N/A N/A — — —
62731
techskies11
datadog-mcp Claim
Enables AI assistants to search logs, query metrics, manage dashboards, analyze…
— ○ ⏳ — — — — — —
62732
RhysSullivan
executor Claim
An integration layer for AI agents that provides a catalog of tools from variou…
— ○ ⏳ — N/A N/A — — —
62733
wyre-technology
An MCP server providing AI assistants read-only access to Inforcer Microsoft 36…
— ○ ⏳ — — — — — —
62734
sandcastlelabs
collimer-mcp Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
— ○ ⏳ — — — — — —
62735
NAJEMWEHBE
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
— ○ ⏳ — N/A N/A — 95 —
62736
solmon2011
Enables AI agents to integrate with Guardrails to check user values, make align…
— ○ ⏳ — — — — 81 —
62737
MCP-Mirror
Searches and fetches real-time documentation for libraries like Langchain, Open…
— ○ ⏳ — — — — 81 —
62738
marcelofmatos
zabbix-mcp Claim
MCP server to access the Zabbix API, providing tools to list hosts, problems, t…
— ○ ⏳ — — — — — —
62739
mihirkadam19
Enables analyzing AWS cloud costs through natural language queries, providing c…
— ○ ⏳ — — — — 81 —
62740
victorqnguyen
Enables users to search and read Esri developer documentation, ArcGIS Pro help,…
— ○ ⏳ — — — — 81 —
62741
broisnischal
Exposes an MCP server over HTTP that allows searching and executing OpenAPI ope…
— ○ ⏳ — — — — — —
62742
namimon-mahjong
A content-blind MCP server for RPG Maker MZ that enables applying, validating, …
— ○ ⏳ — N/A N/A — — —
62743
shivyadavus
Open Kioku Claim
Open Kioku is the local-first code intelligence and evidence layer for AI codin…
— ○ ⏳ — N/A N/A — — —
62744
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
— ○ ⏳ — N/A N/A — 95 —
62745
metalevel-tech
MCP server for image optimization, conversion, AI generation, and gallery manag…
— ○ ⏳ — — — — 81 —
62746
TooLife
MCP server for iCost iOS app that enables smart expense tracking, category mana…
— ○ ⏳ — N/A N/A — — —
62747
voidly-ai
voidmail Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
— ○ ⏳ — — — — — —
62748
axel-belfort
Email deliverability audit API for AI agents. Analyze any domain's email authen…
— ○ ⏳ — N/A N/A — 95 —
62749
BusyBee3333
Comprehensive MCP server providing 89 tools and 13 React UI apps for complete Z…
— ○ ⏳ — N/A N/A — — —
62750
asd-noor
A high-performance MCP server providing long-term memory storage with semantic …
— ○ ⏳ — N/A N/A — — —
Showing 62701–62750 of 69052 servers