MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59251
YuSahrov
MCP server for Redmine integration, enabling AI assistants to manage issues, up…
— ○ ⏳ — N/A N/A — — —
59252
Soonthorn6996
Enables fetching crypto news, prices, market data, fear & greed index, and tren…
— ○ ⏳ — — — — — —
59253
drylikov
A server for creating and managing plans with steps, enabling users to break do…
— ○ ⏳ — N/A N/A — — —
59254
sawftware-labs
api Claim
AI document intelligence: extract, summarize, claim-check, and notarize with on…
— ○ ⏳ — — — — — —
59255
whiteking64
Provides an OCR tool that extracts text from images using macOS's built-in Visi…
— ○ ⏳ — N/A N/A — — —
59256
HappyMonkeyAI
Experimental MCP server for coordinating CLI agents across projects using file-…
— ○ ⏳ — N/A N/A — — —
59257
Samarth-23-eng
MCP server for Indian vehicle RTO: decode number plates, calculate road tax, ch…
— ○ ⏳ — N/A N/A — — —
59258
NeuralRays
CodeXRay Claim
Enables AI coding agents to query a pre-built semantic knowledge graph of code,…
— ○ ⏳ — N/A N/A — — —
59259
YummyTastyCode
Enables running Jupyter notebooks on temporary AWS compute (EC2 + SSM) with cos…
— ○ ⏳ — N/A N/A — — —
59260
Ansvar-Systems
Enables querying Lithuanian financial regulation data, including regulations, e…
— ○ ⏳ — — — — — —
59261
lizhipay
Claude MCP Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
— ○ ⏳ — N/A N/A — — —
59262
audo-ai
Audo Claim
Audio and video tools for your AI assistant: remove noise, enhance voices, tran…
— ○ ⏳ — — — — — —
59263
blong-dev
The public record of local government: what your officials actually say and do,…
— ○ ⏳ — — — — — —
59264
Hellek1
Enables read-only access to Interactive Brokers data including contracts, marke…
— ○ ⏳ — — — — — —
59265
Jing7ao
aihot-mcp Claim
AI HOT 资讯 MCP Server - 让 Claude Code 直接获取 AI 行业日报和动态
— ○ ⏳ — N/A N/A — — —
59266
abedell-g2
Transforms design inputs (URLs, screenshots, descriptions) into production-read…
— ○ ⏳ — — — — — —
59267
senderkit
SenderKit Claim
Build and send email, SMS, and push straight from your AI agent.
— ○ ⏳ — — — — — —
59268
ai-supply-store
ai-supply Claim
Search, install, publish & review security-scanned AI capabilities from ai-supp…
— ○ ⏳ — N/A N/A — — —
59269
subzone
A local knowledge graph MCP server that provides AI agents with permanent, stru…
— ○ ⏳ — N/A N/A — — —
59270
idanbier999
saperly Claim
Phone carrier for AI agents. Provision numbers, make calls, send SMS, TCPA comp…
— ○ ⏳ — N/A N/A — 83 —
59271
olgasafonova
An MCP server for Nordic grocery shopping that finds deals across supermarkets …
— ○ ⏳ — N/A N/A — — —
59272
jaybird-us
A Model Context Protocol server that enables AI assistants to interact with Azu…
— ○ ⏳ — — — — — —
59273
skalerlabs
mcp Claim
Your org's AI agents, tasks, runs, search, and brain files as MCP tools and res…
— ○ ⏳ — — — — — —
59274
drumnation
Enables AI agents to search, recommend, and deliver professional stock photos f…
— ○ ⏳ — — — — — —
59275
MaxGhenis
openmessage Claim
MCP server for a local-first messaging workspace that integrates Google Message…
— ○ ⏳ — N/A N/A — — —
59276
Chevalicious
An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
— ○ ⏳ — N/A N/A — — —
59277
yangjack8192
Enables to access VEX Robotics Competition data including teams, events, rankin…
— ○ ⏳ — — — — — —
59278
larryhudson
Enables Claude to interact with Linear tasks and issues via MCP tools for retri…
— ○ ⏳ — — — — — —
59279
Nizoka
PDF native MCP server: generate, validate, sign PAdES, embed, extract. AI-power…
— ○ ⏳ — N/A N/A — — —
59280
thomhdnk
trello-mcp Claim
Enables MCP clients to read and update Trello boards, lists, cards, comments, a…
— ○ ⏳ — — — — — —
59281
CSOAI-ORG
devops-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
59282
mutonby
Aikount MCP Claim
MCP server for Spanish accounting for freelancers and SMEs, enabling AI agents …
— ○ ⏳ — — — — — —
59283
vtxf
Aggregates multiple MCP services into a single unified interface with self-conf…
— ○ ⏳ — — — — — —
59284
brianveltman
A Model Context Protocol (MCP) server for Sonatype Nexus Repository Manager tha…
— ○ ⏳ — — — — — —
59285
zzuisa
Provides access to Deutsche Bahn's timetable data through MCP, enabling real-ti…
— ○ ⏳ — — — — — —
59286
MikeyBeez
A queue-based execution server that monitors a command queue and executes shell…
— ○ ⏳ — N/A N/A — — —
59287
bigguybobby
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
— ○ ⏳ — N/A N/A — — —
59288
BoltyBolterson
Provides AI agents with real-time, structured data feeds including news, trends…
— ○ ⏳ — — — — — —
59289
SolvoHQ
openunfurl Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
— ○ ⏳ — — — — — —
59290
arcnautical
mcp Claim
Screen any vessel by IMO for sanctions, ownership opacity and vetting grade. Ke…
— ○ ⏳ — — — — — —
59291
RaziStuff
code-search Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
— ○ ⏳ — N/A N/A — — —
59292
jaikishpai
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
— ○ ⏳ — — — — — —
59293
pipeworx-io
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
— ○ ⏳ — — — — — —
59294
geraservicesuk
Find and book home service providers: cleaning, repairs, beauty, moving. 50+ co…
— ○ ⏳ — N/A N/A — 95 —
59295
danielsimonjr
Enables file comparison, folder diffing, 3-way merging, folder sync, and script…
— ○ ⏳ — N/A N/A — — —
59296
Jambozx
280+ free developer & security tools as MCP tools — encoders/decoders, hashes (…
— ○ ⏳ — — — — — —
59297
ShreyasBidwai
Turns a manager's plain-English goal into a verified, looped, watchable build r…
— ○ ⏳ — N/A N/A — — —
59298
Konohamaru04
computeruse Claim
A stdio MCP server that provides safe local screen observation and one-step exe…
— ○ ⏳ — N/A N/A — — —
59299
agentmetal
agentmetal Claim
Rent a Linux VPS from an AI agent: provision, SSH in, run commands. Pay USDC (x…
— ○ ⏳ — N/A N/A — 95 —
59300
bei123
CloudreveMCP Claim
MCP server integrating Cloudreve with downloaders for Douyin, Bilibili, and Net…
— ○ ⏳ — — — — — —
Showing 59251–59300 of 69093 servers