MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36801
folk00
Enables LLMs to create, onboard, and diagnose Cisco SD-WAN branch edges using M…
— ○ ⏳ — — — — 81 —
36802
Prudai
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
— ○ ⏳ — N/A N/A — — —
36803
zygou-31
Enables MCP-compatible clients to interact with an Immich photo management inst…
— ○ ⏳ — — — — — —
36804
Atypical-Consulting
AdrMcp Claim
MCP server for Architectural Decision Records: navigate, author, validate, link…
— ○ ⏳ — N/A N/A — — —
36805
LaunchpadAI
An open source toolkit that converts 280+ integrations into MCP servers for use…
— ○ ⏳ — N/A N/A — 95 —
36806
no-lodging-or-fresh-baked-cookies
mcp-server Claim
Passport visa, entry & transit requirements for any country pair, with official…
— ○ ⏳ — — — — — —
36807
VirSanghavi
Axis Claim
Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on o…
— ○ ⏳ — — — — — —
36808
shiftyasan
Generate optimized work shift schedules from staffing demand, availability and …
— ○ ⏳ — — — — — —
36809
my13each
Enables free local image generation from Claude Desktop/Claude Code using the D…
— ○ ⏳ — N/A N/A — — —
36810
nayagamez
Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
— ○ ⏳ — N/A N/A — — —
36811
dowon-comsup
Evaluates employment status exemption for corporate directors, family workers, …
— ○ ⏳ — — — — — —
36812
romulorasec
MCP server that allows AI coding agents to search, download, and convert stock …
— ○ ⏳ — N/A N/A — — —
36813
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
— ○ ⏳ — — — — — —
36814
burnworks
Enables to access and manage content on microCMS through MCP, supporting listin…
— ○ ⏳ — — — — — —
36815
abhchoug
Exposes CHIM change-management workflows (changes, outages, retros, and change …
— ○ ⏳ — — — — — —
36816
nicholsonpeter
acumatica Claim 1
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
— ○ ⏳ — N/A N/A — 83 —
36817
abdulrahman-nabil99
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
— ○ ⏳ — — — — — —
36818
jcode-works
Mimir Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
— ○ ⏳ — N/A N/A — — —
36819
flix-pro
AI model call interface for Flix LAN file transfer app, enabling device discove…
— ○ ⏳ — N/A N/A — — —
36820
spider-rs
MCP server for the Spider web crawling and scraping API, enabling AI agents to …
— ○ ⏳ — — — — — —
36821
jtxmp
Gives AI assistants image generation and editing capabilities through OpenRoute…
— ○ ⏳ — — — — — —
36822
MauricePutinas
Enables Claude to control Unity Hub and Editor headlessly, allowing automated g…
— ○ ⏳ — N/A N/A — — —
36823
jmagar
swag-mcp Claim
MCP server for managing SWAG reverse-proxy configurations, including config gen…
— ○ ⏳ — — — — — —
36824
cyanheads
Search foods, compare nutrients, and look up the full USDA FoodData Central dat…
— ○ ⏳ — N/A N/A — — —
36825
NoBanks
nutanix-mcp Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
— ○ ⏳ — — — — — —
36826
wangguoxi0814
MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…
— ○ ⏳ — — — — — —
36827
ronkoch2-code
A sandboxed MCP server for interacting with the Moltbook AI-agent social networ…
— ○ ⏳ — N/A N/A — — —
36828
comeonzhj
Automatically extracts actionable methodologies from articles and URLs, stores …
— ○ ⏳ — N/A N/A — — —
36829
planetlabs
Planet MCP Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
— ○ ⏳ — N/A N/A — — —
36830
aaqqjj
Enables AI assistants to maintain persistent conversations and context between …
— ○ ⏳ — N/A N/A — 95 —
36831
cubigcorp
syntitan-mcp Claim
AI-Ready Data Platform that fills the missing layer between data management and…
— ○ ⏳ — — — — — —
36832
bpweatherill
A local MCP server providing read-only access to documents like Word, PDF, Exce…
— ○ ⏳ — N/A N/A — — —
36833
dannydarko
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
— ○ ⏳ — — — — 81 —
36834
datalattice
Enables to perform actuarial chain-ladder reserving calculations, including IBN…
— ○ ⏳ — N/A N/A — — —
36835
raxITlabs
A production-ready MCP OAuth 2.1 server implementation with analytics and secur…
— ○ ⏳ — — — — — —
36836
CHANGCHINFU
mcp-gauge Claim
US government data (USGS/NOAA/SEC/FDA) with cryptographic proof; x402 pay-per-c…
— ○ ⏳ — — — — — —
36837
livemau5
fivetran-mcp Claim
A hybrid Fivetran MCP server with 23 native tools for common data engineering t…
— ○ ⏳ — — — — — —
36838
ElmoJones3
diamond Claim
Enables AI assistants to search and read offline documentation from synced libr…
— ○ ⏳ — N/A N/A — — —
36839
HosakaKeigo
x-mcp-server Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
— ○ ⏳ — N/A N/A — — —
36840
infoway-api
Gives AI assistants access to real-time financial data including stock prices, …
— ○ ⏳ — — — — — —
36841
samrathp29
Enables Claude to screen studies in Covidence by reading the live page and cast…
— ○ ⏳ — N/A N/A — — —
36842
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
— ○ ⏳ — N/A N/A — 81 —
36843
theastraway
Oscar Claim
Enables users to ask questions about Neo4j, Cypher, GraphRAG, and ontology engi…
— ○ ⏳ — — — — — —
36844
Abishek-0607
Enables Claude or any LLM to manage a book library via MCP tools, allowing list…
— ○ ⏳ — — — — — —
36845
metabindai
Demo personal-finance MCP App: spending, subscriptions, and net worth as intera…
— ○ ⏳ — — — — — —
36846
IDragos94
codemesh Claim
Intelligent server management MCP server that enables agents to write TypeScrip…
— ○ ⏳ — N/A N/A — — —
36847
u-akira
toio-mcp Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
— ○ ⏳ — N/A N/A — — —
36848
alehayeb
Provides MCP tools for setting up and managing Hephaestus development environme…
— ○ ⏳ — N/A N/A — — —
36849
kuyen-labs
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
— ○ ⏳ — — — — — —
36850
matematicsolutions
tr-eli-mcp Claim
An MCP server for accessing Turkish legislation (laws, regulations, decrees) vi…
— ○ ⏳ — — — — — —
Showing 36801–36850 of 69419 servers
« Prev 1 … 735 736 737 738 739 … 1389 Next »