MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35501
larsburkhardt
vision Claim
Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, W…
N/A N/A
35502
team23gm
Honest monetary data for AI agents. Inflation, M2 vs CPI, Bitcoin vs dollar. No…
N/A N/A
35503
medplum
Enables interaction with Medplum's FHIR data through the Model Context Protocol…
35504
noahpfi
ris-mcp Claim
MCP server that exposes Austrian federal law (Bundesrecht) to LLMs, enabling fu…
35505
alexcc4
Enables AI assistants to securely interact with MySQL databases, including list…
N/A N/A
35506
agentbuilders
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
N/A N/A 95
35507
chopratejas
headroom Claim
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 6…
N/A N/A
35508
sagarparasarmk
MCP server for cleaning up Yahoo Mail inbox, enabling email management (list, s…
35509
cloudowski
A Model Context Protocol (MCP) server for querying OCI container registries. Pr…
35510
YoshiaKefasu
Enables ChatGPT/Codex to read, search, and edit files in a single allowed folde…
N/A N/A
35511
jacob-bd
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
N/A N/A
35512
cerebrixos-org
Domain-specific fine-tuning of open-source LLMs and SLMs with zero infrastructu…
35513
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
35514
yessGlory17
JobVerify Claim
Detect fake recruiter & job-offer scams with free OSINT — an MCP server for Cla…
35515
spectral-mcp
Spectral Claim
Spectral records HTTP traffic from apps, uses an LLM to understand API calls, a…
N/A N/A
35516
zeative
zaileys-mcp Claim
Enables AI agents to control WhatsApp, including sending messages and media, re…
N/A N/A
35517
ezemiz
emplyx Claim
Emplyx HR Platform - 346+ tools for employees, schedules, time tracking & payro…
N/A N/A 83
35518
SocialGOcompany
Enables AI assistants to search the SocialGO SMM platform catalog and place soc…
35519
JigsawStack
Generate images from text using advanced AI models. Learn more about jigsawstac…
N/A N/A 95
35520
pipeworx-io
Permid Claim
PermID MCP — Refinitiv / LSEG Permanent Identifier (free, requires API key)
35521
jbandu
Manages airline crew qualifications, certifications, FAA Part 117 compliance, a…
81
35522
arzbin-com
Live Iran exchange rates, gold, crypto, and Toman market data for AI agents.
35523
t11003
MCP_repo Claim
Enables teams to build custom MCP servers with AI agents, supporting tool defin…
N/A N/A
35524
syntheticinc
Embed an AI chat widget on your website from your coding agent: provision, conf…
35525
mitsuashi
diiiiiiary Claim
MCP for diiiiiiary.com: AI letters on a training-data-immune, persistent writin…
N/A N/A
35526
th3w1zard1
KotorMCP Claim
MCP server for interacting with Knights of the Old Republic game installations,…
N/A N/A
35527
nullmastermind
Establishes feedback-oriented development workflows with Web UI and desktop app…
35528
MrRefactoring
MCP server for Atlassian Jira Data Center - search, view, and create issues
N/A N/A
35529
aybeeare
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
N/A N/A
35530
nafwa03
specopt-mcp Claim
Enables prompt and code optimization using DSPy and MCP, with tools for optimiz…
N/A N/A
35531
printyourduck
Find and submit local 3D print files for manual PrintYourDuck quote review.
35532
lazymac2x
Cloudflare Workers MCP server: api-schema-drift-detector
35533
MCP server for Yandex Tracker API.
N/A N/A 81
35534
drewano
MCP server that exposes French public APIs (Data Inclusion, Légifrance, La Bonn…
35535
weichselbaum
A Model Context Protocol server for the Early time tracking API, enabling natur…
35536
webboy
MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pul…
35537
ionos-cloud
Inspect and manage IONOS CLOUD infrastructure via MCP.
81
35538
Setell-AI
Setell Claim
Modern quote to cash powered by AI
35539
allisonwhilden
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
35540
cuongpo
Enables seamless interaction with the Hyperion blockchain, including wallet man…
81
35541
halbert04
Connects AI assistants to ComfyUI for image, video, and audio generation, provi…
35542
meir-may
LLMemory Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
35543
fahassan00
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
N/A N/A
35544
alongkornonline2019
Forge Engine Claim
Design spec + milestones AI coding agents read before building; drift flagged, …
35545
CabalSpy
KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker,…
35546
ChunSam
Read-only MCP server for the Kiwoom Securities REST API: market data, account i…
N/A N/A
35547
southglory
Database schema management MCP server for Claude Code, enabling natural languag…
N/A N/A
35548
TitianFunke
Enables interaction with The Things Industries LoRaWAN platform via MCP tools, …
N/A N/A
35549
humanmenu
humanmenu Claim
Human Menu is a marketplace where AI clients post tasks for human workers.
N/A N/A
35550
mark-o298
MCP server for Brevo email marketing platform enabling campaign management, ana…
Showing 35501–35550 of 66549 servers
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