MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63951
montaguegabe
An MCP server for the Luma Events API that enables creating, updating, and mana…
— ○ ⏳ — N/A N/A — — —
63952
reasvyn
docsgrep Claim
A high-performance MCP server for intelligent documentation search, proactive b…
— ○ ⏳ — N/A N/A — — —
63953
inirah02
Enables natural language querying of Apache Iceberg lakehouse by exposing typed…
— ○ ⏳ — N/A N/A — — —
63954
zypin-testing
Zypin MCP Claim
A lightweight MCP server for browser automation using Playwright with essential…
— ○ ⏳ — N/A N/A — 95 —
63955
visily-app
Visily MCP Claim
Brings Visily designs into AI coding agents, enabling design-to-code generation…
— ○ ⏳ — — — — — —
63956
jamie442532-hash
A remote MCP server that wraps the Manus API to expose a generate_image tool, e…
— ○ ⏳ — — — — — —
63957
pipeworx-io
Enables searching and querying Stanislaus County GIS open geospatial datasets (…
— ○ ⏳ — — — — — —
63958
gahoccode
vnstock-mcp Claim
Unofficial MCP server providing Vietnamese stock market financial data, enablin…
— ○ ⏳ — — — — — —
63959
sifter-ai
sifter Claim
Structure any document, query it like a database. Open-source extraction engine…
— ○ ⏳ — — — — — —
63960
Polemia Claim 1
Make free live phone quizzes on any topic, find ready-made ones, and get a join…
— ○ — — — — 67 —
63961
duvomike
topt Claim
— ○ ⏳ — N/A N/A — 95 —
63962
alilfrances
Axon Claim
Axon is an MCP server that provides root-cause debugging and vulnerability dete…
— ○ ⏳ — N/A N/A — — —
63963
aKardasz
OfficeMCP Claim
Remote MCP server for Microsoft Graph with delegated OAuth support, enabling in…
— ○ ⏳ — — — — — —
63964
DipsySu
tmdb-media Claim
Provides tools for AI clients to scan, match, and scrape TMDB metadata for loca…
— ○ ⏳ — N/A N/A — — —
63965
ricky-farmerai
Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
— ○ ⏳ — N/A N/A — 95 —
63966
bitcompare
mcp-server Claim
Crypto rates (lending, staking, borrowing), coin metadata, aggregated prices, m…
— ○ ⏳ — — — — — —
63967
gitstq
MCPLink-CLI Claim
Lightweight terminal MCP protocol conversion gateway engine that automatically …
— ○ ⏳ — N/A N/A — — —
63968
WebpageFX
LTC Catalog Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
— ○ ⏳ — N/A N/A — 95 —
63969
jorgeper
A simple demonstration server for the Model Context Protocol that provides tool…
— ○ ⏳ — N/A N/A — 95 —
63970
HamnaCh456
Enable automated email resending capabilities through a standardized protocol. …
— ○ ⏳ — N/A N/A — 95 —
63971
nathanielecon
arrivia-recs Claim
Provides AI-driven, partner-aware travel recommendations with auditability, int…
— ○ ⏳ — — — — — —
63972
farukalpay
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
— ○ ⏳ — N/A N/A — — —
63973
8DX-io
Exposes 8DX DEX aggregator REST endpoints as tools for AI agents, enabling toke…
— ○ ⏳ — — — — — —
63974
PopoverAI
MCP server for AI browser automation with tools for navigation, actions, data e…
— ○ ⏳ — — — — — —
63975
tushariitr-19
patents-mcp Claim
MCP server for patent search and prior art discovery powered by Google Patents …
— ○ ⏳ — — — — — —
63976
Adarsh152004
A persistent document management and research assistant powered by Groq, enabli…
— ○ ⏳ — N/A N/A — — —
63977
Halpph
Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
— ○ ⏳ — — — — — —
63978
ufna
vikunja-mcp Claim
A workflow-level MCP server for Vikunja with a fixed task pipeline (Backlog → Q…
— ○ ⏳ — — — — — —
63979
cgallic
Provides tools to manage Notion job records via MCP, including finding customer…
— ○ ⏳ — — — — — —
63980
Juhwan01
Enables AI agents to manage Jira Cloud projects with full CRUD operations, bulk…
— ○ ⏳ — N/A N/A — — —
63981
picsha-ai
MCP server for Picsha AI platform enabling LLMs to search, upload, and manage d…
— ○ ⏳ — N/A N/A — — —
63982
vmanoilov
think Claim
— ○ ⏳ — N/A N/A — 95 —
63983
hailangx
A Model Context Protocol server for local repository indexing and code understa…
— ○ ⏳ — N/A N/A — — —
63984
Xayan
Enables AI coding agents to efficiently explore codebases by providing structur…
— ○ ⏳ — N/A N/A — — —
63985
jiweiqi
AI assistants can size heat pumps, estimate energy costs, and verify cold-clima…
— ○ ⏳ — — — — — —
63986
softdaddy-o
soft-ue-cli Claim
MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
— ○ ⏳ — N/A N/A — — —
63987
realiti4
A small MCP server that gives agents rich context about a YouTube video — its t…
— ○ ⏳ — — — — — —
63988
redirhub
Control every redirect from your AI assistant. Create, update, test, and monito…
— ○ ⏳ — — — — — —
63989
wrxck
An MCP server and terminal UI that orchestrates Cloudflare, Namecheap, and Flee…
— ○ ⏳ — — — — — —
63990
cohm
indico-mcp Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
— ○ ⏳ — — — — — —
63991
mizrahidaniel
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
— ○ ⏳ — — — — — —
63992
jhongjun1981
AI-powered email assistant that enables sending, parsing, and managing emails u…
— ○ ⏳ — N/A N/A — — —
63993
jadatorin
Connects TradingView Desktop with opencode.ai to enable AI-powered chart analys…
— ○ ⏳ — N/A N/A — — —
63994 — ○ ⏳ — N/A N/A — 95 —
63995
xhulz
raze Claim
Raze is an MCP server that integrates with AI assistants to analyze, validate, …
— ○ ⏳ — N/A N/A — — —
63996
dagrang-repository
flight-fares Claim
Cheapest observed fare, 6-month low and best departure date for a city pair.
— ○ ⏳ — — — — — —
63997
fastmcp-me
mcp-acp Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
— ○ ⏳ — — — — — —
63998
iclaudiumihaila
Enables programmatic control of Safari browser on macOS for web automation, tes…
— ○ ⏳ — N/A N/A — — —
63999
kimhjort
Provides access to real-time Danish road traffic events, roadworks, and queues …
— ○ ⏳ — — — — — —
64000
nayakprashant
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
— ○ ⏳ — N/A N/A — — —
Showing 63951–64000 of 69027 servers