MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
48680
Discovered
→
29624
Scored
→
2112
Verified
→
16952
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp-server F mailopoly F D50 AI — Sales, Marketing & Hiring Automation F SoapBox Faith B freddy F

Biggest Gainers

mcp +48 mcp +48 Android Management API +48

Biggest Drops

PineLabs Plural PG — Payment Gateway MCP Server -27 aeo -4 Neural Graph Mapper -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48501
markolauren
Enables agentic SecOps by executing Microsoft Defender XDR response actions (de…
 — ○ ⏳ — — — — — —
48502
thierrychen
— ○ ⏳ — N/A N/A — 95 —
48503
Robocular
A unified MCP server providing AI agents with 40+ developer APIs including geol…
 — ○ ⏳ — — — — — —
48504
tosssssy
Structures debugging processes into a persistent knowledge graph, enabling prob…
 — ○ ⏳ — N/A N/A — — —
48505
Phanikondru
OpenShowreel Claim
An MCP server for Adobe After Effects that enables AI assistants to create prem…
 — ○ ⏳ — N/A N/A — — —
48506
BNLNPPS
ask-panda Claim
MCP server for querying PanDA documentation, analyzing job errors, and retrievi…
 — ○ ⏳ — — — — — —
48507
mehranakila56-ops
A MCP server that gives AI assistants full browser control, enabling navigation…
 — ○ ⏳ — — — — — —
48508
nirutyodjai
Enables Git repository operations and real-time monitoring via MCP tools, with …
 — ○ ⏳ — N/A N/A — — —
48509
freqkflag
Provides structured project management through phase-based workflows, enabling …
 — ○ ⏳ — — — — 81 —
48510
privateyou.app
n4u Claim
— ○ ⏳ — N/A N/A — 95 —
48511
mattwagstaff
Australian and New Zealand PII detection and sanitisation for AI agents, using …
 — ○ ⏳ — N/A N/A — — —
48512
souldriver007
Provides Claude Desktop with persistent, structured memory and semantic search …
 — ○ ⏳ — N/A N/A — — —
48513
JhonatanPinheiro
Enables Claude Desktop to interact directly with the Hyperliquid decentralized …
 — ○ ⏳ — — — — — —
48514
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
 — ○ ⏳ — N/A N/A — — —
48515
TheDecipherist
classmcp Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
 — ○ ⏳ — N/A N/A — — —
48516
xiaou66
Precisely filter and fetch API documentation from Apifox or any OpenAPI URL, re…
 — ○ ⏳ — — — — — —
48517
OSoliman330
Enables users to manage data in a simple JSON file database through MCP tools a…
 — ○ ⏳ — — — — 81 —
48518
procpalee
Enables Claude to access the Korean Financial Supervisory Service's OpenDART AP…
 — ○ ⏳ — — — — — —
48519
KAIpany
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
 — ○ ⏳ — N/A N/A — 95 —
48520
namto908
MCP Server Claim
Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and dat…
 — ○ ⏳ — — — — — —
48521
dataeyesai
Provides web search and page reading capabilities through the DataEyes API.
 — ○ ⏳ — — — — — —
48522
lmcc-dev
An MCP server that enables AI assistants to fetch web content in multiple forma…
 — ○ ⏳ — N/A N/A — — —
48523
mshegolev
A Model Context Protocol server for Atlassian Jira and Confluence that bypasses…
 — ○ ⏳ — — — — — —
48524
olahol
SSMCP Claim
A stateless HTTP-based protocol for building MCP-compatible servers. Enables ea…
 — ○ ⏳ — — — — — —
48525
skillhub-club
Enables AI assistants to discover, search, and install Claude Code Skills from …
 — ○ ⏳ — — — — — —
48526
foundryside-dev
heddle Claim
Temporal change-impact authority MCP server that tracks per-entity change histo…
 — ○ ⏳ — N/A N/A — — —
48527
pmady
A Model Context Protocol (MCP) server that exposes a professional profile — cer…
 — ○ ⏳ — — — — — —
48528
BillNobill
Enables AI agents to manage Jira projects and issues using natural language, in…
 — ○ ⏳ — — — — — —
48529
altinkaya-opensource
Enables AI assistants to fully interact with Odoo ERP instances over XML-RPC, s…
 — ○ ⏳ — — — — — —
48530
commit-check
Enables validation of commit messages, branch names, author info, push safety, …
 — ○ ⏳ — N/A N/A — — —
48531
SecretRichGarden
轻量级MCP服务器，提供学术文献检索、论文详情、全文下载等功能，可配合PubMed MCP用于生物医学检索链路。
 — ○ ⏳ — — — — — —
48532
RodriguesJohn
Enables AI assistants to read, create, search, update, and delete Apple Notes t…
 — ○ ⏳ — N/A N/A — — —
48533
norus
Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural…
 — ○ ⏳ — — — — — —
48534
xuanxt
MCP server for Atlassian Confluence and Jira Cloud with 51 tools to manage page…
 — ○ ⏳ — — — — — —
48535
washyu
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
 — ○ ⏳ — — — — — —
48536
geojakes
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
 — ○ ⏳ — N/A N/A — — —
48537
banstack
Light-weight MCP server to save and manage apartment listings to a shared Googl…
 — ○ ⏳ — — — — — —
48538
revelri
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
 — ○ ⏳ — — — — — —
48539
iwillwait4u
A local-first Python MCP server for Easy.gg BedWars custom scripting, enabling …
 — ○ ⏳ — N/A N/A — — —
48540
almega-ai
Almega MCP Claim
A wallet and guardrail for AI agents, enabling spending limits, payment approva…
 — ○ ⏳ — — — — — —
48541
xmatthewx
Exposes a SilverBullet note space to Claude via MCP, with OAuth 2.1, collision-…
 — ○ ⏳ — — — — — —
48542
tongleminhanh3-dotcom
Bridges OpenAI Codex with Sentry to automatically fetch, analyze, and fix error…
 — ○ ⏳ — — — — — —
48543
troelskn
swehockey Claim
Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.s…
 — ○ ⏳ — — — — — —
48544
xDope7137
MCP server that enables LLMs to control Android devices via ADB, providing tool…
 — ○ ⏳ — N/A N/A — — —
48545
pofky
Check app review status, read reviews, download sales reports from App Store Co…
 — ○ ⏳ — N/A N/A — 75 —
48546
zueai
A lightweight MCP server allowing agents to interact with the WorkOS API for st…
 — ○ ⏳ — — — — 81 —
48547
bruhsb
MCP server that exposes the Paperclip control plane API as tools for Claude Cod…
 — ○ ⏳ — — — — — —
48548
jordanhindo
Lore Claim
Enables infinite searchable memory for coding agents across sessions, allowing …
 — ○ ⏳ — N/A N/A — — —
48549
myselfshravan
klydo-mcp Claim
Fashion discovery MCP server for Indian Gen Z that enables AI assistants to sea…
 — ○ ⏳ — — — — — —
48550
KlausFreiberufler
MCP server that integrates DevFlow with AI code assistants to enforce structure…
 — ○ ⏳ — — — — — —
Showing 48501–48550 of 48680 servers
« Prev 1 … 969 970 971 972 973 974 Next »