MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54351
1145-am
Structured company & industry news for AI agents: typed, dated, source-linked e…
— ○ ⏳ — — — — — —
54352
spudmashmedia
unity-kb-mcp Claim
An MCP Server that provides Retrieval-Augmented Generation (RAG) capabilities t…
— ○ ⏳ — N/A N/A — — —
54353
ai-mcp-garage
Enables interaction with Apple's Find My network to track devices, check batter…
— ○ ⏳ — — — — 81 —
54354
clauxel
Remote MCP for A2A caller identity, scope policy, verdict receipts, and audit h…
— ○ ⏳ — — — — — —
54355
margint-ai
Enables querying Margint per-customer AI margins and costs from MCP clients. Pr…
— ○ ⏳ — — — — — —
54356
8bkmv4dm4z-source
Enables AI agents to browse, search, and book meeting rooms across multiple bui…
— ○ ⏳ — N/A N/A — — —
54357
gordo-labs
MCPBasket Claim
MCP server that provides pre-checkout basket tools and a local API/viewer, enab…
— ○ ⏳ — N/A N/A — — —
54358
DC925928496
AI-godot-mcp Claim
Enables AI-driven game development by providing MCP tools to interact with the …
— ○ ⏳ — N/A N/A — — —
54359
ewongz
Provides MCP servers for Claude to access fitness data from Strava and interval…
— ○ ⏳ — — — — — —
54360
truetick-gg
truetick-mcp Claim
Manage TrueTick Minecraft hosting servers from AI agents: create/start/stop, li…
— ○ ⏳ — — — — — —
54361
YuChenXin-ZJU
Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.…
— ○ ⏳ — N/A N/A — — —
54362
H234598
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
— ○ ⏳ — N/A N/A — — —
54363
t11003
MCP_repo Claim
Enables teams to build custom MCP servers with AI agents, supporting tool defin…
— ○ ⏳ — N/A N/A — — —
54364
Andreymi
An MCP server that breaks down complex concepts into fundamental logical compon…
— ○ ⏳ — N/A N/A — — —
54365
CSOAI-ORG
code-reviewer-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
54366
shuji-bonji
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
— ○ ⏳ — N/A N/A — — —
54367
KSroido
Free Kagi Search MCP server — access search and summarizer via session tokens, …
— ○ ⏳ — N/A N/A — — —
54368
Acharya-Arvind
A distributed MCP server architecture with a master aggregator that orchestrate…
— ○ ⏳ — — — — 81 —
54369
jmagar
Gotify RMCP Claim
Rust MCP server and CLI for Gotify push notifications and message management.
— ○ ⏳ — N/A N/A — — —
54370
jeromeetienne
mcp-now Claim
Provides tools to get the current date and time, with optional timezone support…
— ○ ⏳ — — — — — —
54371
wyverns76-J
MCP server that enables Claude Desktop to access real-time sports data includin…
— ○ ⏳ — — — — — —
54372
Picaresco
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
— ○ ⏳ — N/A N/A — — —
54373
mrgorrin40-TP
Enables AI agents to read, write, analyze, and transform Excel spreadsheets (.x…
— ○ ⏳ — N/A N/A — — —
54374
bystray
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
— ○ ⏳ — — — — — —
54375
NorahZager
This server enables multi-agent conversations for interacting with Cirro's biol…
— ○ ⏳ — — — — 81 —
54376
alleneubank
tilt-mcp Claim
MCP server for Tilt CLI integration, enabling AI assistants to monitor and mana…
— ○ ⏳ — N/A N/A — — —
54377
torosent
Provides Yahoo Finance data including stock info, historical prices, dividends,…
— ○ ⏳ — — — — — —
54378
khanhs-234
mcp-web-calc Claim
Provides web search, URL fetching, summarization, math evaluation, and Wikipedi…
— ○ ⏳ — N/A N/A — — —
54379
technicallypete
outreacher Claim
AI-powered lead qualification system with an MCP server for Claude Desktop, ena…
— ○ ⏳ — — — — — —
54380
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
— ○ — N/A N/A — 81 —
54381
a6a27shen
a6a27 Claim
— ○ ⏳ — N/A N/A — 95 —
54382
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
— ○ ⏳ — N/A N/A — — —
54383
guptaprakhariitr
Enables AI agents to fact-check claims, verify citations, and check source fres…
— ○ ⏳ — — — — — —
54384
actions-marketplace-validations
Provides security audit primitives for MCP servers, agent tool schemas, and sys…
— ○ ⏳ — N/A N/A — — —
54385
SanthaKumar-K-2004
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
— ○ ⏳ — N/A N/A — — —
54386
kazim4uk
anki-mcp Claim
Enables AI assistants to manage Anki flashcards, decks, note types, tags, and m…
— ○ ⏳ — N/A N/A — — —
54387
space-cap
Enables searching and retrieving product information from Coupang (Korean e-com…
— ○ ⏳ — — — — — —
54388
FINCH285
Enables AI models to send emails, manage contacts, and interact with SendGrid's…
— ○ ⏳ — — — — — —
54389
adilzuberi
Enables AI agents to read and write a local-first knowledge base of plain markd…
— ○ ⏳ — — — — — —
54390
fabriciofs
A Model Context Protocol server that enables Claude to query, monitor, and anal…
— ○ ⏳ — N/A N/A — — —
54391
biguxuzz
Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emai…
— ○ ⏳ — N/A N/A — — —
54392
git-akki
sendpookie Claim
Create and send cinematic digital gifts for birthdays and anniversaries via Cla…
— ○ ⏳ — N/A N/A — — —
54393
thinktraveller
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
— ○ ⏳ — — — — 95 —
54394
eduard256
Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool …
— ○ ⏳ — N/A N/A — — —
54395
db3net
Lightweight MCP server for Jira, Confluence, and Bitbucket — read, create, and …
— ○ ⏳ — — — — — —
54396
shamroknour057-commits
Exports Figma designs as ready-to-use HTML/CSS and validates pixel-perfect accu…
— ○ ⏳ — N/A N/A — — —
54397
davidlinjiahao
Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
— ○ ⏳ — N/A N/A — — —
54398
cgallic
connorgallic Claim
Query Connor Gallic's profile, products (KaiCalls, Kai CMO, Build with Kai), an…
— ○ ⏳ — — — — — —
54399
huohou0418
Stock MCP Claim
Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel,…
— ○ ⏳ — — — — — —
54400
Shipper-dot-now
Conqueror Claim
Turns SEO insight into page changes: keyword research, SERP and rank data, rewr…
— ○ ⏳ — — — — — —
Showing 54351–54400 of 69153 servers