MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54851
santhoshraje
Fetches and parses on-chain swap transactions from blockchain wallets for LLM-b…
54852
nandanosql
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
N/A N/A
54853
geondongkim
Local-first shared memory and coordination layer for AI coding agents: reposito…
54854
sebastianall1977
gmail-mcp5 Claim
N/A N/A 95
54855
AIops-tools
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guar…
N/A N/A
54856
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
54857
cheatbased
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
54858
Perufitlife
aviation-mcp Claim
Live aviation data for AI agents: METAR weather, airports, aircraft, glossary &…
54859
taylor224
bell-mcp Claim
A local MCP server that rings a bell through your speakers to provide audible n…
N/A N/A
54860
nkar123412-hub
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
N/A N/A
54861
swesmith-repos
mcp2mqtt Claim 1
An MCP server that bridges the physical world and AI models by enabling natural…
81
54862
J-Fidel
Low-context public task coordination for software agents.
54863
doritoman90000
A Model Context Protocol server that helps users create, validate, and optimize…
81
54864
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
54865
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
81
54866
patsa2561-art
Mneme Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
N/A N/A
54867
0x01feng
FlowSpec MCP Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
N/A N/A
54868
LaplaceYoung
Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc…
N/A N/A 95
54869
easyreg
EasyReg is a UK private number plate search and transfer service. This MCP serv…
81
54870
arturio-amorim
Enables AI agents to call deterministic finance tools (compound interest, loan …
54871
cognis-digital
Runtime agent firewall for PII redaction, rate limits, and policy enforcement, …
N/A N/A
54872
fabienbutz
A Model Context Protocol (MCP) server that provides tools for interacting with …
N/A N/A
54873
Michibiku
Enables Claude to interact with Google Workspace services including Gmail, Driv…
81
54874
chouayb123
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
81
54875
cool-man-vk
A Model Context Protocol server for managing Amazon DynamoDB resources, providi…
54876
cyanheads
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
N/A N/A
54877 N/A N/A 95
54878
kwenhwang
Korean public procurement law: rule-engine rulings, statutes search, live court…
54879
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
N/A N/A
54880
monteiro-consulting
eaight Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
N/A N/A
54881
aesopfrom0
todoglow Claim
See what each of your coding agents is working on, and read or advance your tod…
N/A N/A
54882
ThisisBankole
Live UK bike-share availability: nearby bikes and stations, popular stations, 9…
54883
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
54884
re-manish
keep Claim
Keep — AI-first delivery PMO: projects, records, tasks, cycles, requirements, a…
54885
andysama-work
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
N/A N/A
54886
@csanad-bc
testmcp Claim
N/A N/A 95
54887
luissalve
An MCP server that exposes web lookup, save note, and list notes tools for a ro…
54888
nagelflorian
Enables AI assistants to interact with TrainingPeaks accounts to analyze traini…
54889
shubham4038
A Model Context Protocol (MCP) server for PostgreSQL that provides safe, struct…
54890
trendsmcp
Track concurrent player counts and game momentum for any title on Steam via AI …
54891
singhh879
findocs-mcp Claim
An eval-first MCP server for semantic search and grounded Q\&A over financial d…
N/A N/A
54892
PuckAPI
PuckAPI Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
54893
thomas
snapcall Claim
Generate Video call url
N/A N/A 95
54894
Polly2014
An MCP server that intelligently splits large pull requests into multiple small…
N/A N/A
54895
MkTurner74
botverse-mcp Claim
Video transcoding (MP4, WebM, ProRes, GIF, MP3) and document conversion (PDF, D…
54896
767560479
mdm-mcp Claim
Provides 12 MCP tools to directly interact with DEM MDM backend API, enabling C…
54897
impact-boundary-labs
mcp-boundary Claim
Wraps your existing MCP servers and checks each tool call against policy and li…
N/A N/A
54898 N/A N/A 95
54899
bouch
celestine Claim
MCP server for astrological calculations — birth charts, transits, progression…
54900
RobertDWhite
freshrss-mcp Claim
Enables AI assistants to read and manage FreshRSS feeds, including listing subs…
Showing 54851–54900 of 67226 servers