MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

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64153
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30362
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2112
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16953
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Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

Newly Added

newsgurus-intel F hi-welcome-mcp-poc F Brainbox F RedirectBoss F PresenterPrep F

Biggest Gainers

catchintent +53 PolyBridge +49 exchangerate.dev +47

Biggest Drops

theothers -52 Slipstack PDF -46 homecastr-remote -46
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62551
up2itnow0822
Enables AI agents to perform forex trading operations through brokerages with r…
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62552
robbrad
Enables AI assistants to control Home Assistant devices and services through th…
 — ○ ⏳ — — — — 81 —
62553
pipeworx-io
Enables querying global EV charging station data from Open Charge Map through n…
 — ○ ⏳ — — — — — —
62554
sinan-ozel
A production-ready template for building Model Context Protocol (MCP) servers i…
 — ○ ⏳ — — — — — —
62555
Kleap-co
Kleap Claim
Enables AI agents to build, edit, and publish live websites with hosting, datab…
 — ○ ⏳ — — — — — —
62556
qubit999
ha-mcp Claim
A self-hosted MCP server for Home Assistant that exposes full control over enti…
 — ○ ⏳ — N/A N/A — — —
62557
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
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62558
tonbistudio
Provides read-only access to curated, agent-readable knowledge bases from Agent…
 — ○ ⏳ — — — — — —
62559
cuolm
Exposes Swiss weather forecast data as MCP tools, including rainfall, sunshine,…
 — ○ ⏳ — — — — — —
62560
albert-mr
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
 — ○ ⏳ — — — — — —
62561
uatari
Cloudflare-hosted MCP server for stateful fence quoting. It stores quote state …
 — ○ ⏳ — — — — — —
62562
nagarjun226
Enables LLMs to interact with the Juniper Mist API via a dynamic index and sand…
 — ○ ⏳ — N/A N/A — — —
62563
andreisirbu91-lab
mcpspend Claim
Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
 — ○ ⏳ — N/A N/A — — —
62564
Ant-0n3
Connects Claude to Garmin Connect data for personalized running coaching, inclu…
 — ○ ⏳ — — — — — —
62565
nizkl89
Enables AI-assisted security assessments by scanning URLs for SQL injection vul…
 — ○ ⏳ — N/A N/A — 95 —
62566
zylalabs
zyla-api-hub Claim
API key for Zyla API Hub (7,500+ APIs). Get one at https://zylalabs.com
— ○ ⏳ — N/A N/A — 95 —
62567
sivabhogela88
A production-ready server that integrates ERPNext with AI assistants like Claud…
 — ○ ⏳ — N/A N/A — 95 —
62568
archfill
Tsumugi Claim
An MCP-based memory layer for autonomous agents that provides observation, memo…
 — ○ ⏳ — — — — — —
62569
JHSeo-git
Provide a simple and easy-to-run MCP server implementation that supports stdio …
 — ○ ⏳ — N/A N/A — 95 —
62570
MrRefactoring
MCP server for Atlassian Jira Data Center - search, view, and create issues
 — ○ ⏳ — N/A N/A — — —
62571
nipunkhanderia
Enables version-controlled golden dataset management and semantic evaluation fo…
 — ○ ⏳ — N/A N/A — — —
62572
fiberplane
mcp-lite Claim
A minimal, fetch-first implementation of the Model Context Protocol (MCP) serve…
 — ○ ⏳ — — — — — —
62573
adrianwedd
RLM-MCP Claim
Implements the Recursive Language Model pattern, enabling LLMs to process arbit…
 — ○ ⏳ — N/A N/A — — —
62574
xbghc
MCP server that provides Semantic Scholar academic search capabilities, includi…
 — ○ ⏳ — N/A N/A — — —
62575
Iqbalahmed7
simulatte Claim
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insi…
 — ○ ⏳ — N/A N/A — — —
62576
hesedcasa
mcp-server Claim
Exposes all CLI commands as MCP tools over stdio or HTTP transport.
 — ○ ⏳ — — — — — —
62577
karichetivenkat45-pixel
Lets AI coding assistants control and inspect a live Chrome browser through MCP…
 — ○ ⏳ — N/A N/A — — —
62578
pierre
test Claim
— ○ ⏳ — N/A N/A — 95 —
62579
danielrltan
repohunt Claim
Enables AI agents to discover GitHub repositories by expanding intents into mul…
 — ○ ⏳ — — — — — —
62580
shxiaj
Enables lightning-fast file searching on Windows using Everything SDK, with too…
 — ○ ⏳ — N/A N/A — — —
62581
navin
AI assistants are powerful, but sometimes you still need the human touch — a re…
 — ○ ⏳ — N/A N/A — 95 —
62582
vivekanjana76
Enables natural-language queries about Azure resource compliance, including VM …
 — ○ ⏳ — — — — — —
62583
hvkshetry
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
 — ○ ⏳ — — — — — —
62584
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
 — ○ ⏳ — — — — — —
62585
fishielour
Enables multi-agent design sessions with a structured workflow for defining voi…
 — ○ ⏳ — N/A N/A — — —
62586
pipeworx-io
Nih Reporter Claim
NIH RePORTER MCP — every NIH-funded research project (free, no auth)
 — ○ ⏳ — — — — — —
62587
tacoda
keystone-mcp Claim
An MCP server that retrieves contextual information from company resources and …
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62588
konsulto
MCP server that enables Claude Code to drive the Konsulto cybersecurity audit p…
 — ○ ⏳ — — — — — —
62589
justjoehere
An SSE-based MCP server for retrieving real-time weather data for a specified l…
 — ○ ⏳ — — — — — —
62590
sirajfarhan
— ○ ⏳ — N/A N/A — 95 —
62591
hhx465453939
A PubMed MCP server that enables LLMs to search, retrieve details, and download…
 — ○ ⏳ — — — — — —
62592
slavovthinks
tecton-mcp Claim
Enables interaction with Tecton clusters through MCP, allowing management of fe…
 — ○ ⏳ — — — — — —
62593
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
 — ○ ⏳ — — — — — —
62594
anyrxo
Comprehensive API development and testing MCP server for Claude Code. Integrate…
 — ○ ⏳ — N/A N/A — — —
62595
yone-k
discord-mcp Claim
Enables MCP clients to interact with Discord servers, allowing operations such …
 — ○ ⏳ — N/A N/A — — —
62596
jpoindexter
winnow Claim
Enables local-first context compression for AI agents, offering tools to compre…
 — ○ ⏳ — N/A N/A — — —
62597
omeirhaeghe
A weather-reactive MCP server that renders rich Open-Meteo weather widgets and …
 — ○ ⏳ — — — — — —
62598
jfjensen
Provides persistent browser tabs with tools to read, click, type, and interact …
 — ○ ⏳ — N/A N/A — — —
62599
mingyangsun-sketch
Enables AI assistants to query Moka recruitment system data including candidate…
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62600
llyfn
MCP server for the Spotify Web API — gives Claude and other AI assistants tools…
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Showing 62551–62600 of 64153 servers
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