MCP Server Quality Scores

Independent quality analysis of 68351 public MCP servers

68351
Discovered
→
33208
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67301
Y-Sky-bro
nexus-memory Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
— ○ ⏳ — N/A N/A — — —
67302
elad12390
An MCP server that lets AI assistants send spoken audio notifications using hig…
— ○ ⏳ — N/A N/A — — —
67303 — ○ ⏳ — N/A N/A — 95 —
67304
luca3
EVM Copilot Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
— ○ ⏳ — — — — 81 —
67305
karan
testnasiko Claim
— ○ ⏳ — N/A N/A — 95 —
67306
KewkLW
MCP server for YouTube channel deep analytics, extracting transcripts and compu…
— ○ ⏳ — N/A N/A — — —
67307
Yash-Kavaiya
Enables AI assistants to programmatically generate Lovable Build URLs to create…
— ○ ⏳ — N/A N/A — — —
67308
Damilola-max
An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…
— ○ ⏳ — — — — — —
67309
stevebrownlee
engrams Claim
Gives AI assistants persistent, queryable project memory for decisions, pattern…
— ○ ⏳ — N/A N/A — — —
67310
jprbom
Enables AI assistants like Claude to navigate git repository history, providing…
— ○ ⏳ — N/A N/A — — —
67311
fundchainteam
Fundchain Claim
Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 p…
— ○ ⏳ — N/A N/A — — —
67312
pm990320
Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sh…
— ○ ⏳ — N/A N/A — — —
67313
attainmentlabs
Enables users to create, manage, and monitor Meta (Facebook/Instagram) ad campa…
— ○ ⏳ — — — — — —
67314
chayan-1906
FS-MCP Claim
Provides Claude with complete file system integration including directory manag…
— ○ ⏳ — N/A N/A — — —
67315
memryzed
Memryzed Claim
Local-first cross-agent memory for AI coding agents. Persistent, shared memory …
— ○ ⏳ — N/A N/A — — —
67316
robertmeisner
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
— ○ ⏳ — — — — — —
67317
h-ping
tdhc Claim
— ○ ⏳ — N/A N/A — 95 —
67318
ajnx
Provides current date, time, and datetime with optional timezone support (local…
— ○ ⏳ — N/A N/A — — —
67319
jessalva7
Enables AI assistants to search for real-time flights between airports using th…
— ○ ⏳ — N/A N/A — — —
67320
zedbs1975-maker
excel Claim
IA for excel
— ○ ⏳ — N/A N/A — 95 —
67321
SeydinaBANE
Server MCP Claim
Provides math and weather tools accessible via LangGraph agent using MCP protoc…
— ○ ⏳ — — — — 81 —
67322
Queaxtra
Crankly Claim
MCP server for structured public vehicle data from StartMyCar, providing tools …
— ○ ⏳ — — — — — —
67323
tetmin
Local-only MCP server that exposes Beeper Texts data (messages, chats, contacts…
— ○ ⏳ — N/A N/A — — —
67324
iamrichardD
AI-optimized MCP server for PineScript v6 development, providing comprehensive …
— ○ ⏳ — N/A N/A — — —
67325
RyanWang945
FastMCP server for querying FRED financial and macroeconomic data, providing to…
— ○ ⏳ — — — — — —
67326
mwarsss
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
— ○ ⏳ — N/A N/A — — —
67327
Casius999
decroche-mcp Claim
Deterministic MCP server for job-landing pipeline that parses CVs into validate…
— ○ ⏳ — N/A N/A — — —
67328
zeroentropy-ai
mcp-zeroentropy Claim 1
MCP Server for ZeroEntropy collections, top documents and rerankers
— ○ ⏳ — N/A N/A — 95 —
67329
cougz
Enables managing Docker environments through Arcane via natural language, provi…
— ○ ⏳ — N/A N/A — — —
67330
UwUGreed
Enables Claude Desktop to securely search and retrieve knowledge from an Obsidi…
— ○ ⏳ — — — — — —
67331
xgq18237
Enables AI assistants to interact with SiYuan Note through its API, supporting …
— ○ ⏳ — — — — — —
67332
infraveilhq
A cooperative guardrail for AI agents that blocks destructive shell commands, S…
— ○ ⏳ — N/A N/A — — —
67333
Kartha-AI
MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of …
— ○ ⏳ — — — — 81 —
67334
SmartSuiteFoundry
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
— ○ ⏳ — N/A N/A — — —
67335
sessemi
sessemi-mcp Claim
Enables AI agents to scrape websites protected by Cloudflare, DataDome, and Aka…
— ○ ⏳ — — — — — —
67336
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
— ○ ⏳ — — — — 81 —
67337
sbdk-dev
ai-analyst Claim
Enables natural language data queries with statistical rigor and a semantic lay…
— ○ ⏳ — N/A N/A — — —
67338
nanwer
Enables Claude to plan trips by performing live searches against Google Flights…
— ○ ⏳ — N/A N/A — — —
67339
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
— ○ ⏳ — N/A N/A — 95 —
67340
oliverames
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
— ○ ⏳ — — — — — —
67341
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
— ○ ⏳ — — — — 81 —
67342
NabheetCloud
Unofficial read-only MCP server for your local WhatsApp chat history (stays on …
— ○ ⏳ — N/A N/A — 81 —
67343
jmac-o3
Enables interaction with Google Ads API through MCP, allowing search and listin…
— ○ ⏳ — — — — — —
67344
SteveMonsway
An intentionally vulnerable MCP server designed as a live demo target for the M…
— ○ ⏳ — N/A N/A — — —
67345
mbailey
voice-mcp Claim
Complete voice interaction server supporting speech-to-text, text-to-speech, an…
— ○ ⏳ — N/A N/A — 95 —
67346
StoneSho
Enables AI to remotely control StarUML for generating UML diagrams (use case, c…
— ○ ⏳ — N/A N/A — — —
67347
rajat1994
An MCP server that turns any public GitHub repository into a PDF report contain…
— ○ ⏳ — N/A N/A — — —
67348
thupalo
A Model Context Protocol (MCP) server that provides seamless integration with S…
— ○ ⏳ — — — — — —
67349
CariotInc
Enables querying Cariot APIs for fleet management data, including alcohol check…
— ○ ⏳ — — — — — —
67350
monet88
mcp_flutter Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 67301–67350 of 68351 servers