MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32651
ragalgo
ragalgo-mcp Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
N/A N/A 95
32652
alii13
Enables AI agents to perform conversational accessibility testing with actionab…
N/A N/A
32653
yellnuts
MCP-Mem0 Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
81
32654
xiazhe-xz
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
81
32655
jianglisuda
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
32656
sondt2709
Cloud VM MCP Claim
Manages and views virtual machines across multiple cloud providers (AWS, Azure,…
32657
beingmartinbmc
jambavan Claim
An MCP server that provides coding models with a live code index, inferred code…
N/A N/A
32658
anmolbhardwaj17
unitypilot Claim
MCP server that lets AI agents drive the full Unity lifecycle on macOS without …
N/A N/A
32659
gu-does-git
An MCP server for the Pluggy Open Finance Brazil API, enabling connection to ba…
32660
Zwondra
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
32661
resend
resend Claim
Send emails directly from Cursor with this email sending MCP server
86
32662
ost527
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
N/A N/A
32663
animacaeli
MCP server that exposes all AgileConfig RESTful APIs as tools, enabling AI assi…
32664
EmmaChillonB
Enables analysis of AWS costs and usage through the AWS Cost Explorer API, supp…
32665
arcticgreyy
Enables Claude to access and analyze your paid media campaign data, team struct…
N/A N/A
32666
protostatis
unbrowser Claim
Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, …
N/A N/A
32667
veeemlab
An MCP server for IT Glue that provides 56 tools for managing organizations, co…
32668
michaeljfazio
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
N/A N/A
32669
agenthustler
Real-time crypto volume anomaly detection across 50+ tokens with pump signals.
N/A N/A 95
32670
pawanpanpan
server Claim
N/A N/A 95
32671
odanree
Wraps portfolio-drift-agent as MCP tools, letting LLM clients audit a portfolio…
32672
lukasschwarz
An MCP server that allows AI assistants like Claude to automate interactions wi…
N/A N/A
32673
clalarco
An MCP server that provides tools to interact with CLI applications, enabling p…
N/A N/A
32674
wd041216-bit
Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-F…
N/A N/A 95
32675
labyrinth-analytics
LoreConvo Claim
Persistent memory layer for MCP-compatible AI agents. Implements save/recall/se…
N/A N/A
32676
adicted07-lang
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
32677
rivka414
Enables users to query real-time weather data for Israeli cities using natural …
N/A N/A
32678
ExpediaGroup
MCP server for Expedia travel recommendations. Enables LLMs to search hotels, f…
32679
berkayildi
mcp-llm-eval Claim
A local MCP server that packages LLM evaluation gates as reusable CI/CD primiti…
32680
ninjacazul
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
32681
selamy-labs
A read-only MCP server for querying telemetry data from configurable backends. …
32682
QuartzUnit
FeedKit Claim
RSS/Atom feed collection with 417 curated feeds. Python MCP server.
N/A N/A 95
32683
nazar256
MemHeaven Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
32684
lka
recipe-tools Claim
Enables extraction of recipes from PDFs or JPG files and conversion into struct…
N/A N/A
32685
fastmcp-me
flights-mcp Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
32686
apurvaumredkar
A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLM…
32687
Xayan
Enables AI coding agents to efficiently explore codebases by providing structur…
N/A N/A
32688
paychex
FastMCP server for Tavily search API with web search and content extraction
N/A N/A 95
32689
abhishekY495
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
32690
sevesogit
Provides real-time access to Montreal's Bixi bike-sharing data through the GBFS…
32691
AKzar1el
Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostic…
32692
OpenCodeEngineer
A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple …
N/A N/A
32693
pipeworx-io
Enables searching and querying City of Sarasota open geospatial data (parcels, …
32694
ranjanvipul88
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
32695
javierchira-amp
Enables Claude to interact with AMPERA Mission Control to read and write organi…
32696
GoPlasmatic
orion Claim
Build and operate declarative REST/Kafka services on Orion: 46 tools over the f…
N/A N/A
32697
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
32698
Northy9
AI tools for MyPost A4 labels, 4x6 thermal printers and LabelChop resources.
32699
applicate2628
A loopback-bound MCP server that enables MCP clients to control Ableton Live (s…
N/A N/A
32700
hyennnnnnn
Enables automated cell type annotation in scRNA-seq analysis using CellTypist m…
Showing 32651–32700 of 67181 servers
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