MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53951
vaxosv
Gives AI agents live research and image generation capabilities by automating a…
N/A N/A
53952
schuang
Converts linear Markdown documents into styled Google Slides presentations with…
N/A N/A
53953
clchinkc
story-mcp Claim
Enables writers and researchers to manage large Markdown documents with AI-powe…
53954
skromesch
mcplogview Claim
Exposes configured log files as MCP tools, enabling agents to list, query, and …
53955
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
53956
szhygulin
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
N/A N/A 67
53957
buttonmonkey
mcp-loom Claim
An MCP proxy server that intercepts large tabular tool results, ingests them in…
N/A N/A
53958 N/A N/A 95
53959
nobleblocks
Search 340M+ academic papers — citation graphs, semantic similarity, and AI lit…
53960
shibdad
Connects Claude Desktop to GitHub repositories, enabling users to perform git o…
N/A N/A 95
53961
mike
test1 Claim
N/A N/A 95
53962
Marshel2727
A local, read-only MCP server that analyzes Python backend projects by providin…
N/A N/A
53963
aammasa
Enables AI agents to redact PII from text, summarize redacted content, and mana…
53964
terri1982
Enables AI coding tools like Codex and Claude to assist with EasyAR Unity workf…
N/A N/A
53965
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
53966
visioneth
Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
53967
ScrapeUnblocker
Fetch any web page's HTML or AI-parsed JSON through the ScrapeUnblocker anti-bo…
N/A N/A 95
53968
go2
mcp-server Claim
N/A N/A 95
53969
AIops-tools
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
N/A N/A
53970
rohitreddynagareddy
An MCP server that connects Claude to video encoding workflows, enabling smart …
53971
JinyongHyun
MCP server that automatically saves summaries of AI papers or stock articles to…
53972
NikhilBansalv
A Python-based MCP server that exposes SQLite database CRUD and search operatio…
N/A N/A
53973
TskYmmt
Self-documenting MCP server enabling AI agents to autonomously create, manage, …
N/A N/A
53974
husw725
API to MCP Claim
Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor…
N/A N/A
53975
QuartzUnit
Embgrep Claim
Local semantic search — embedding-powered grep for files, zero external service…
N/A N/A 95
53976
reowens
q-sys-mcp Claim
Enables AI agents to inspect and control Q-SYS audio/video systems via the QRC …
53977
SolvoHQ
openunfurl Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
53978
Charpup
Wraps Notion's MCP server with health monitoring, auto-reconnect, and fallback …
53979
jalateras
weather Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
N/A N/A
53980
SMABoundless
unpaywall Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
N/A N/A
53981
DevDizzle
Anti-firehose options-flow data for AI agents: curated daily pool, features, re…
53982
elcaiseri
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
N/A N/A
53983
leleshen2009
基于火珠林法六爻理论和《增删卜易》体系的智能排盘工具,为AI助手提供自动起卦、完整排盘、格局分析和专业解读等六爻占卜功能。
53984
dabito
hledit-mcp Claim
Exposes hash-anchored file edits to MCP-compatible AI coding agents, enabling s…
N/A N/A
53985
SerpCheap
Provides real-time Google search results (organic + knowledge graph) with count…
53986
MrKhaled007
An MCP server that enables AI assistants to safely query live Odoo 19 data with…
53987
nickthelegend
molfi-mcp Claim
Enables LLM agents to trade private prediction markets on HashKey Chain, includ…
53988
MeltFlexDevs
MeltFlex AI Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
N/A N/A
53989
manar.benkraouda
browserbase Claim
N/A N/A 95
53990
IronLain88
Connects AI agents to The Agents Hub, visualizing them as pixel characters on a…
53991 N/A N/A 95
53992
lgrosales
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
53993
Akka-Finance
mcp-server Claim
MCP server for AKKA Finance DEX aggregator — swap quotes, routes, and execution
N/A N/A
53994
danmartinez78
VectorClaw Claim
Enables AI assistants to control Anki Vector robots locally via natural languag…
N/A N/A
53995
Solara-Snipe-Bot
Solana trading bot with 328 MCP tools across four modes. Works with Claude, Cur…
N/A N/A
53996
OctoTrip
rental-cars Claim
Free rental car search with real-time pricing from multiple providers worldwide…
53997
angel7i
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
N/A N/A
53998
dvieira-neptune
Demonstrates a SAP Goods Receipt workflow, enabling AI Agents to interact with …
53999
Fabio662
Policy-gated x402 MCP for agent workflows with TEE receipts, 18 tools, and no c…
N/A N/A
54000
krVatsal
Enables AI agents to generate vector graphics in Adobe Illustrator using natura…
N/A N/A
Showing 53951–54000 of 67226 servers