MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59601
TMHSDigital
MCP server providing 25 tools to query Steam store data, player statistics, ach…
59602
mckaystu
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
81
59603
dougdotcon
QuantMCP Claim 1
A Model Context Protocol server that integrates with Amazon Braket, allowing AI…
81
59604
ckane
pycti-mcp Claim
MCP server that provides condensed and normalized data from OpenCTI to LLMs, en…
59605
unicrawler
v0-1-0 Claim
N/A N/A 95
59606
var-gg
pindoc Claim
Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analys…
59607
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
59608
Atksz98
Provides AI assistants with access to 102 curated UK Government technology stan…
81
59609
GenAICPA
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
59610
bkichler
monarch-mcp Claim
MCP server that bridges Claude to Monarch Money for personal-finance analysis a…
59611
mariadb-RupeshBiswas
A read-only BigQuery MCP server with auto-LIMIT injection, dry-run cost guard, …
59612
cyanheads
Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQ…
59613
SnowLightPath
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
N/A N/A
59614
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
59615
liukeyu800
A fully offline MCP server for generating 15 types of SVG charts, including lin…
59616
Realitim
Ultiplace Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
59617
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
59618
ctxinf
Enables key-value storage operations using multiple backends (memory, filesyste…
59619
pengpongpang
An implementation that connects to locally running Anki, enabling card review a…
N/A N/A 95
59620
CSOAI-ORG
meok-fria-generator-mcp MCP server by MEOK AI Labs
N/A N/A
59621
cyanheads
WA highway conditions, ferry schedules, vessel locations, toll rates, and borde…
59622
stephen
pubnub-mcp Claim
N/A N/A 95
59623
JoschuaSchneider
masterplan Claim
Minimal MCP server that keeps implementation plans and handoffs as plain markdo…
N/A N/A
59624
PaulJeyasinghph
Provides unified access to Google Workspace APIs including Gmail, Drive, Sheets…
N/A N/A
59625
YawLabs
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
N/A N/A
59626
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A 95
59627
NIHAR-SARKAR
Cyber Host Artificial Intelligence (C.H.A.I) An autonomous penetration testing…
N/A N/A
59628
hskksk
Enables AI assistants to interact with mem.ai memory through a standardized int…
59629
QWED-AI
QWED-MCP Claim
Enables deterministic verification for AI assistants by executing Python code t…
N/A N/A
59630
AleemHaider
Enables reading, publishing, commenting, direct messaging, and pulling insights…
59631
an0malous
Integrates authoritative security compliance frameworks (ISO 27001, NIST 800-53…
N/A N/A
59632
Code-Fundi
dispersl-mcp Claim
Integrates with Dispersl to provide multi-agent orchestration for AI-driven sof…
N/A N/A
59633
meal-inc
bonnard-cli Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
81
59634
lazymac2x
Cloudflare Workers MCP server: api-perf-analyzer
59635
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
59636
logly-uk
Query your Logly web analytics — traffic, breakdowns, funnels, real-time visito…
59637
dk-niwamoto
Enables Git and GitHub pull request operations through Claude AI, including rep…
N/A N/A 95
59638
jeremymikkelsen
Enables AI to access Bible translations in hundreds of languages, original Gree…
N/A N/A
59639
xiaobenyang-com
ip_search Claim
查询任意 IP 的威胁情报,快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息,辅助溯源、封禁与处置。加速告警研判与日常安全排查,提升响应效率。
N/A N/A 95
59640
zypin-testing
Zypin MCP Claim
A lightweight MCP server for browser automation using Playwright with essential…
N/A N/A 95
59641
MrSucik
EU261 flight delay compensation: check eligibility, compute EV, track fares. 6 …
59642
jaikishpai
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
59643
yingcaihuang
dws-cli-mcp Claim
MCP server that enables AI agents to control all DingTalk features (messaging, …
N/A N/A
59644
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
81
59645
karthik-couchbase
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
N/A N/A
59646
Danissimode
Secure MCP server allowing ChatGPT to manage Google Jules sessions through Open…
N/A N/A
59647
shurugiken
Scans MCP servers for deprecated and removed protocol features, providing a dat…
N/A N/A
59648
TehreemArbab
mcp-jazzcash Claim
Enables AI agents to create hosted checkouts, charge mobile wallets, query tran…
59649
prime-radiant-inc
streamlinear Claim
A lightweight MCP server that enables Claude to interact with Linear via a sing…
59650
iflow-mcp
figma-mcp Claim
Enables AI coding agents to access Figma files and prototypes, allowing them to…
Showing 59601–59650 of 59785 servers