MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36351 — ○ ⏳ — N/A N/A — 95 —
36352
gregcastro23
Converse with planetary-agent personas, council feeds & culinary debates from a…
— ○ ⏳ — N/A N/A — — —
36353
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
— ○ — N/A N/A — 69 —
36354
DigitalSQR
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
— ○ ⏳ — — — — — —
36355
chaoz23
loudcheck Claim
Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC…
— ○ ⏳ — N/A N/A — — —
36356
wander8jackson
avocado-ai Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
— ○ ⏳ — — — — 81 —
36357
wuwux666
Converts unstructured documents into a searchable knowledge base and exposes re…
— ○ ⏳ — N/A N/A — — —
36358
danie1net0
Manages Laravel Forge servers, sites, deployments, SSL certificates, databases,…
— ○ ⏳ — — — — — —
36359
team-markmesh
MarkMesh Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
— ○ ⏳ — — — — — —
36360
context-engineering
sutra Claim
— ○ ⏳ — N/A N/A — 95 —
36361
Git-Fg
An MCP server for web content extraction that converts HTML pages into clean, L…
— ○ ⏳ — — — — 81 —
36362
null
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
— ○ ⏳ — — — — 81 —
36363
kimhjort
Enables looking up Danish companies by CVR number, name, or phone via cvrapi.dk.
— ○ ⏳ — — — — — —
36364
Bros-AI
Wedding provider directory, gift ideas, and a couple's own wedding plan behind …
— ○ ⏳ — — — — — —
36365
everyai-com
distillory Claim
Local-first memory engine that synthesizes entity profiles at ingestion. Enable…
— ○ ⏳ — N/A N/A — — —
36366
amir_shocknews
test Claim
— ○ ⏳ — N/A N/A — 95 —
36367
mcp-sse-demo-02 Claim 1
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
— ○ — N/A N/A — 72 —
36368
LanceRoylo
mcp Claim
AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
— ○ ⏳ — N/A N/A — — —
36369
Dusheh
23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, a…
— ○ ⏳ — N/A N/A — 95 —
36370
Boolsai-ai
Quant-research MCP — tradeable signals from public-company website stack change…
— ○ ⏳ — — — — — —
36371
xpcoffee
Enables AI assistants to query and interact with a graph database of markdown n…
— ○ ⏳ — N/A N/A — — —
36372
laoluojuhai
Enables AI assistants to inspect, modify, export, and validate design documents…
— ○ ⏳ — N/A N/A — — —
36373
tatemz
habitica-mcp Claim
Habitica MCP server built with Effect v4, currently exposing a hello-world tool…
— ○ ⏳ — N/A N/A — — —
36374
amado2k5
Cookwala Claim
Search Cookwala recipes by diet, allergen, method and language; dry-run them sa…
— ○ ⏳ — N/A N/A — — —
36375
friv
YouTube Transcript MCP Server MCP server for YouTubeTranscript.dev. Extract Y…
— ○ ⏳ — N/A N/A — 95 —
36376
autolearnai
An MCP server that enables AI agents to dynamically create and reuse executable…
— ○ ⏳ — N/A N/A — — —
36377
bogdan9095
open-brain Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
— ○ ⏳ — N/A N/A — 95 —
36378
pipeworx-io
Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info
— ○ ⏳ — — — — — —
36379
JoJoStar56
A customizable hot news aggregator with AI analysis, multi-language support, an…
— ○ ⏳ — — — — — —
36380
L-Chris
weflow-mcp Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
— ○ ⏳ — N/A N/A — — —
36381
agishub
mcp Claim
AgisHub — pay-per-call tools for AI agents over x402 (USDC on Base). No API key.
— ○ ⏳ — — — — — —
36382
szhygulin
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
— ○ ⏳ — N/A N/A — 67 —
36383
intruder-io
intruder-io Claim
test
— ○ ⏳ — N/A N/A — 95 —
36384
Vamshi9415
A deterministic MCP server for document processing and retrieval that enables A…
— ○ ⏳ — — — — — —
36385
yangfeng20
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
— ○ ⏳ — N/A N/A — — —
36386
kseniailinyh
Things MCP Claim
Read-only MCP server for Things 3 to retrieve completed tasks by date, weekly s…
— ○ ⏳ — N/A N/A — — —
36387
SsssssSynqa
Enables Claude Code to read encrypted WeChat chat history from local database, …
— ○ ⏳ — N/A N/A — — —
36388
ApogeeGIT
Bulk-launch and manage ads across many Meta, TikTok and Snapchat ad accounts fo…
— ○ ⏳ — — — — — —
36389
cameronjmcewan-dev
AdvocateMCP Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
— ○ ⏳ — — — — — —
36390
GOLayerone
MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.
— ○ ⏳ — N/A N/A — — —
36391
SreehariSankar
arxiv-mcp Claim
An MCP server that lets LLMs search, verify, and read papers from arXiv, preven…
— ○ ⏳ — N/A N/A — — —
36392 — ○ ⏳ — N/A N/A — 95 —
36393
NetEngBuff
SplitwiseMCP Claim
A local MCP server that enables AI clients like Codex, Claude Code, and Claude …
— ○ ⏳ — N/A N/A — — —
36394
Levi-31
Enables managing personal expenses, budgets, and financial summaries through na…
— ○ ⏳ — — — — — —
36395
piprail
PipRail Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
— ○ ⏳ — N/A N/A — — —
36396
wzy4163
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
— ○ ⏳ — N/A N/A — — —
36397
Rinava
An MCP server that redacts PII/PHI from text before it ever reaches an LLM — se…
— ○ ⏳ — N/A N/A — — —
36398
Corlzee
Streamlined MCP server with 8 essential tools for file operations, code editing…
— ○ ⏳ — N/A N/A — — —
36399
CynepHy6
Enables querying and managing Sentry projects, issues, and events through natur…
— ○ ⏳ — — — — — —
36400
mustafaTokmak
Run AI agents in VM-isolated sandboxes on your Mac.
— ○ ⏳ — N/A N/A — — —
Showing 36351–36400 of 69448 servers
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