MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38251
Nonetss
Enables management of Komodo infrastructure including servers, stacks, deployme…
— ○ ⏳ — — — — — —
38252 — ○ ⏳ — N/A N/A — 95 —
38253
chuxiaoguo
Enables generating frontend project scaffolding for multiple frameworks (React,…
— ○ ⏳ — N/A N/A — — —
38254
PurinNyova
Enables text-to-image generation using the api.airforce API, with a generate_im…
— ○ ⏳ — — — — — —
38255
boy-373
MCP server for IPv4 geolocation with Chinese output: country/region/city, ISP a…
— ○ ⏳ — — — — — —
38256
snowworldgithub
Enables customer support interactions including answering FAQs, checking order …
— ○ ⏳ — — — — — —
38257
wernerglinka
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
— ○ ⏳ — — — — — —
38258
Alooswr
A local stdio MCP server for embedded firmware automation that exposes tools to…
— ○ ⏳ — N/A N/A — — —
38259
navin2031992
A Model Context Protocol (MCP) server that exposes 48 tools covering the full s…
— ○ ⏳ — — — — — —
38260
mizukaizen
melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys…
— ○ ⏳ — N/A N/A — — —
38261
marius-cetanas
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
— ○ ⏳ — N/A N/A — — —
38262
arsalannkhann
Theta-MCP Claim
A comprehensive sales automation platform combining Model Context Protocol (MCP…
— ○ ⏳ — N/A N/A — — —
38263
tsdevstack
MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
— ○ ⏳ — N/A N/A — — —
38264
evoluzion25
test-1 Claim
— ○ ⏳ — N/A N/A — 95 —
38265
iceycn
Enables AI assistants to manage Juejin articles directly via natural language, …
— ○ ⏳ — — — — — —
38266
borisbanushev
thaita Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
— ○ ⏳ — N/A N/A — 95 —
38267
groupdocs-watermark
MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
— ○ ⏳ — N/A N/A — — —
38268
prompt_thin
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
— ○ ⏳ — — — — 81 —
38269
laradji
deadzone Claim
Local-first semantic search over library docs. Single Go binary, MCP stdio, vec…
— ○ ⏳ — N/A N/A — — —
38270
gorlomi-enzo
runescape-ge Claim
Look up Old School RuneScape Grand Exchange prices in real-time using the offic…
— ○ ⏳ — — — — — —
38271
clauxel
Codex run receipts your reviewer can trust.
— ○ ⏳ — — — — — —
38272
weiyueli7
Extract structured insights from personal and organizational profile pages. Sea…
— ○ ⏳ — N/A N/A — 95 —
38273
Varritech
Starter kit for building stateless MCP servers using the 2026 spec, enabling ho…
— ○ ⏳ — — — — — —
38274
chair15
A comprehensive MCP server that enables AI assistants to control music playback…
— ○ ⏳ — — — — — —
38275
lelantvaris
MCP server for Google Search Console, enabling querying search performance, lis…
— ○ ⏳ — N/A N/A — — —
38276
drohi-r
An MCP server for Bitfocus Companion that enables AI assistants to program and …
— ○ ⏳ — N/A N/A — — —
38277
danilop
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
— ○ ⏳ — N/A N/A — — —
38278
ardev-lab
Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/…
— ○ ⏳ — N/A N/A — — —
38279
VelkyVenik
WHOOP recovery, strain, sleep and workouts in Claude via official WHOOP OAuth. …
— ○ ⏳ — — — — — —
38280
Anshumaan031
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
— ○ ⏳ — — — — — —
38281
nano-step
lograft Claim
MCP server that transforms raw log query results into structured incident repor…
— ○ ⏳ — N/A N/A — — —
38282
CedricConday
Enables interaction with the Centrapay payments API for testing NZ payment flow…
— ○ ⏳ — — — — — —
38283
rofiqcp
A unified MCP server for document processing that enables creating, editing, an…
— ○ ⏳ — N/A N/A — — —
38284
amcharrett-6als
qualitycoach Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
— ○ ⏳ — — — — 81 —
38285
paean-ai
Enables AI agents to send and receive USDC stablecoin payments on Base and Sola…
— ○ ⏳ — — — — — —
38286
nimish
Get live crypto prices from Onramp.money and instantly see how much you can buy…
— ○ ⏳ — — — — 81 —
38287
markbucky
Bucky Claim
Zoning, parcel, and development feasibility for a street address in Canada and …
— ○ ⏳ — — — — — —
38288
fifeek0
Enables full-text search and browsing of Claude.ai conversation history by inge…
— ○ ⏳ — N/A N/A — — —
38289
dyyz1993
A cross-project knowledge base MCP server supporting three-layer search (text m…
— ○ ⏳ — — — — — —
38290
loickaczmarek
mcp-weather Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
— ○ ⏳ — — — — — —
38291
ericthlai
MCP server wrapping a mock internal ops platform (FastAPI + SQLite) so Claude C…
— ○ ⏳ — N/A N/A — — —
38292
kuba2290
Enables AI assistants to manage RetellAI voice services including calls, agents…
— ○ ⏳ — — — — — —
38293
struq
struqvault Claim
— ○ ⏳ — N/A N/A — 95 —
38294
bgirardi99
RappiMCP Claim
Enables Claude to browse stores, search products, manage the cart, and open che…
— ○ ⏳ — N/A N/A — 95 —
38295
HeartLoveLung
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
— ○ ⏳ — N/A N/A — — —
38296
ohrytskov
Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…
— ○ ⏳ — N/A N/A — — —
38297
megedtal
outlook_mcp Claim
Connects Claude to Microsoft 365 Outlook and Google Gmail APIs for email search…
— ○ ⏳ — — — — — —
38298
Xenodocs
Fetches up-to-date, version-specific documentation and code examples for any li…
— ○ ⏳ — — — — — —
38299
djtellado
nexus-legal Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
— ○ ⏳ — — — — — —
38300
vishnu27597
Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration …
— ○ ⏳ — — — — — —
Showing 38251–38300 of 69400 servers
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