MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37551
klamdo
Generate identity-locked 4K images and 5-second vertical videos from a single r…
— ○ ⏳ — — — — 81 —
37552
handi425
Enables AI assistants like Claude to interact with Unity projects programmatica…
— ○ ⏳ — N/A N/A — — —
37553
fashionmascherine-svg
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
— ○ ⏳ — — — — — —
37554
BxNxM
micrOSMCP Claim
Standalone TypeScript MCP server for micrOS devices. Enables discovering device…
— ○ ⏳ — — — — — —
37555
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
— ○ ⏳ — — — — — —
37556
kent-tokyo
shohei Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
— ○ ⏳ — — — — — —
37557
runapi-ai
MCP server for Ideogram V3 model line enabling image editing, reframing, remixi…
— ○ ⏳ — — — — — —
37558
mothivenkatesh
Cashfree CLI Claim
Enables AI agents to test Cashfree payment integrations end-to-end by creating …
— ○ ⏳ — N/A N/A — — —
37559
agent-dispatch
Enables AI assistants to spawn and manage long-running cloud agents via MCP, of…
— ○ ⏳ — — — — — —
37560
philpof102-svg
toshi-mcp Claim
Enables a side-panel companion that watches your coding session and provides co…
— ○ ⏳ — N/A N/A — — —
37561
busse
Modular MCP server for interacting with a Flipper Zero from MCP-capable clients…
— ○ ⏳ — N/A N/A — — —
37562
Fulcria-Labs
An MCP server that enables Claude and other AI assistants to interact with NEAR…
— ○ ⏳ — N/A N/A — — —
37563
Armulee
Provides fortune-telling tools including tarot card spreads, Thai horoscope, zo…
— ○ ⏳ — — — — — —
37564
jonico
Enables control of a Linak standing desk through natural language, allowing hei…
— ○ ⏳ — — — — — —
37565
badchars
Comprehensive DNS security toolkit for AI agents: 103 tools across 13 categorie…
— ○ ⏳ — N/A N/A — — —
37566
softvoyagers
pdfspark-api Claim
Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
— ○ ⏳ — — — — 95 —
37567
LLL-404
A MCP server that enables AI assistants to control Android devices via ADB, sup…
— ○ ⏳ — N/A N/A — — —
37568 — ○ ⏳ — N/A N/A — 95 —
37569
tamimbinhakim
ctxpeek Claim
MCP server that fetches documentation from public git repositories at specific …
— ○ ⏳ — N/A N/A — — —
37570
stevensu1977
MCP Example Claim
A demonstration MCP server that fetches web content and monitors system informa…
— ○ ⏳ — N/A N/A — — —
37571
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
— ○ ⏳ — — — — — —
37572
chals-go
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
— ○ ⏳ — — — — — —
37573
yksanjo
Local explicit memory vault exposing MCP tools for storing, searching, and mana…
— ○ ⏳ — — — — — —
37574
fifeek0
Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
— ○ ⏳ — N/A N/A — — —
37575
ptbsare
MCP server for cloud storage operations enabling browsing, file transfer, offli…
— ○ ⏳ — — — — — —
37576
pipeworx-io
MCP server for GovData.de, Germany's national open-data portal via CKAN API, en…
— ○ ⏳ — — — — — —
37577
umbecanessa
Enables Cursor agents to communicate via a shared chat room, allowing them to a…
— ○ ⏳ — — — — — —
37578
parthRana26
Enables AI agents and LLMs to perform comprehensive file system operations incl…
— ○ ⏳ — — — — — —
37579
williamyun7
Local MCP server for checking council bin collection dates from a residential a…
— ○ ⏳ — — — — — —
37580
danywalls
UnSplashX Claim
An MCP server for the Unsplash API that enables searching, downloading, and ins…
— ○ ⏳ — N/A N/A — — —
37581
Augmented-Nature
Provides access to the ClinicalTrials.gov API, enabling search, analysis, and r…
— ○ ⏳ — — — — — —
37582
ryanfrigo
Cortex Claim
Local-first AI memory layer with hybrid retrieval and brain-inspired namespaces…
— ○ ⏳ — N/A N/A — — —
37583
ifolin
Enables image analysis in Claude Code using Zhipu AI's GLM-4.6V vision model.
— ○ ⏳ — — — — — —
37584
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
— ○ ⏳ — N/A N/A — 83 —
37585
MRIIOT
A TypeScript MCP server that enables AI assistants to create, manage, and manip…
— ○ ⏳ — — — — 81 —
37586
domnussbaum
mcp-otobo Claim
MCP server for Otobo ITSM enabling AI assistants to search, create, update, and…
— ○ ⏳ — — — — — —
37587
veeam-ai
Extends Veeam Intelligence to MCP-compatible clients, enabling secure, real-tim…
— ○ ⏳ — — — — — —
37588
loyalspark
Onchain Loyalty-as-a-Service on Base L2. AI agents can create loyalty programs,…
— ○ ⏳ — — — — 81 —
37589
TolkYo
Generates complete, production-ready REST, GraphQL, and microservice APIs with …
— ○ ⏳ — N/A N/A — — —
37590
AIT-Complex-Dynamical-Systems
pypddlengine Claim
Enables AI agents to interactively explore PDDL planning problems by exposing a…
— ○ ⏳ — N/A N/A — — —
37591
DuoDuo25
MCP server that pushes Feishu (Lark) messages to Claude Code sessions and allow…
— ○ ⏳ — N/A N/A — — —
37592
sylvainlondon136
onchain-mcp Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
— ○ ⏳ — — — — — —
37593
asksurf-ai
Enables access to 86 crypto data endpoints from the Surf API, including market …
— ○ ⏳ — N/A N/A — — —
37594
hernaninverso
MCP server for verifying claims against evidence using natural language inferen…
— ○ ⏳ — — — — — —
37595
indroneelray
Enables fetching detailed Pokémon data from PokéAPI, including Pokémon info, ty…
— ○ ⏳ — — — — — —
37596
jasoncronje
Enables inspection and control of Arc Browser spaces and tabs on macOS, includi…
— ○ ⏳ — N/A N/A — — —
37597
doucej
Stateful MCP server wrapping Playwright for browser automation. Provides tools …
— ○ ⏳ — N/A N/A — — —
37598
dotnetrule
A generic MCP server that allows searching and retrieving articles, summaries, …
— ○ ⏳ — — — — — —
37599
ngoctranfire
Lets any MCP-compatible AI client interact with Discord — send messages, manage…
— ○ ⏳ — — — — — —
37600
steveafrost
Enables running an MCP server remotely on Cloudflare Workers with OAuth authent…
— ○ ⏳ — — — — — —
Showing 37551–37600 of 69419 servers
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