MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66201
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
— ○ ⏳ — N/A N/A — — —
66202
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
— ○ ⏳ — — — — 81 —
66203
mountainmystic
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
— ○ ⏳ — N/A N/A — 67 —
66204
Bharath-code
regressguard Claim
Deterministic API regression checks for AI agents: snapshot a baseline, catch b…
— ○ ⏳ — N/A N/A — — —
66205
dingdawg
agent-wallet Claim 1
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
— ○ ⏳ — N/A N/A — 81 —
66206
timetoady
my-voice-mcp Claim
A local-first MCP server that builds compact voice profiles from writing sample…
— ○ ⏳ — — — — — —
66207
Sharan-cypto
A minimal MCP server with three toy tools (add, echo, current_time) for learnin…
— ○ ⏳ — — — — — —
66208
guzz-labs
epwforge-mcp Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
— ○ ⏳ — — — — — —
66209
maango-io
Maango-mcp Claim
Maango is the pre-flight check for AI agents on the web. Before an agent scrape…
— ○ ⏳ — — — — — —
66210
cgmorah
Enables managing Cloudways servers, applications, backups, SSL, environment var…
— ○ ⏳ — — — — — —
66211
abhinavala
Persistent AI memory with shared team workspaces, typed knowledge chunks, and c…
— ○ ⏳ — — — — — —
66212
srotzin
MCP server for trademark first-use attestation with post-quantum dual-signed re…
— ○ ⏳ — — — — — —
66213
Managed-Digital-LLC
mcp Claim
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and a…
— ○ ⏳ — N/A N/A — — —
66214
aiyanbo
Enables AI assistants to interact with Salesforce data by listing objects, desc…
— ○ ⏳ — — — — — —
66215
jcooley8
Visual feedback as agent work packets. Stakeholders drop pins on your live app;…
— ○ ⏳ — — — — — —
66216
ssmancha
Jeikin Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
— ○ ⏳ — — — — — —
66217
upascal
A remote MCP server for reading, writing, and managing items in your Zotero lib…
— ○ ⏳ — — — — — —
66218
megedtal
outlook_mcp Claim
Connects Claude to Microsoft 365 Outlook and Google Gmail APIs for email search…
— ○ ⏳ — — — — — —
66219
punic-pillars
Cross-project knowledge graph for MCP — map features across mobile, backend, an…
— ○ ⏳ — N/A N/A — — —
66220
NicolaiJohannesen
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
— ○ ⏳ — — — — — —
66221
lazymac2x
Cloudflare Workers MCP server: graphql-rest-bridge
— ○ ⏳ — — — — — —
66222
chuxiaoguo
Enables generating frontend project scaffolding for multiple frameworks (React,…
— ○ ⏳ — N/A N/A — — —
66223
Baneado98
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …
— ○ ⏳ — — — — — —
66224
AynOps
AynOps Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
— ○ ⏳ — N/A N/A — — —
66225
civisanalytics
Enables interaction with the Civis Platform for data exploration, querying, and…
— ○ ⏳ — — — — — —
66226
mentu-ai
navigator Claim
Read-only repo navigation and progressive disclosure; BM25 locator with registe…
— ○ ⏳ — N/A N/A — — —
66227
juergenkoller-software
MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/app…
— ○ ⏳ — N/A N/A — 95 —
66228
Hickey01
Hickey_MCP Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
— ○ ⏳ — — — — — —
66229
zjandrew
Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…
— ○ ⏳ — — — — — —
66230
sr-networks
Enables reinforcement fine-tuning of Qwen3-8B on the CLBench poker task using t…
— ○ ⏳ — — — — — —
66231
Ansvar-Systems
Enables querying Belgian statutes and provisions from the Belgian Official Gaze…
— ○ ⏳ — — — — — —
66232
jules-tnk
Provides tools for AI assistants to interact with the Hedera blockchain, enabli…
— ○ ⏳ — — — — — —
66233
Tarunuppu
Enables AI assistants to search LinkedIn jobs with built-in rate limiting to pr…
— ○ ⏳ — N/A N/A — — —
66234
quantumleeps
mcp-units Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
— ○ ⏳ — — — — — —
66235
christopher-buss
Enables AI agents to intelligently search and retrieve Roblox documentation thr…
— ○ ⏳ — — — — 81 —
66236
OVDEN13
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
— ○ ⏳ — N/A N/A — — —
66237
LupinLin1
mail-mcp Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
— ○ ⏳ — — — — — —
66238
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations…
— ○ ⏳ — N/A N/A — — —
66239
Tiwas
Firmaradar Claim
Multi-source enrichment platform for Norwegian company intelligence: search, ow…
— ○ ⏳ — — — — — —
66240
perforce
Enables AI assistants to interact with P4 Plan project management data via Grap…
— ○ ⏳ — — — — — —
66241
malkreide
MCP server for global news monitoring, media analysis and sentiment tracking vi…
— ○ ⏳ — — — — — —
66242
gnosem
Gnosem Claim
Cross-vendor AI memory over MCP. One semantic store, readable and writeable fro…
— ○ ⏳ — — — — — —
66243
SaharCarmel
TheAlmanac Claim
Enables programmers to search, download, and access up-to-date API and software…
— ○ ⏳ — N/A N/A — — —
66244
Tomer-Barak
An MCP server that enables agents to delegate asynchronous tasks to registered …
— ○ ⏳ — — — — — —
66245
ajantoniou
uploadcheck Claim
QC videos, podcasts, and clips before upload — timestamped flags with agent-rea…
— ○ ⏳ — N/A N/A — — —
66246
MonloHua
componentize Claim
Converts design screenshots into reusable Tailwind HTML components via MCP prot…
— ○ ⏳ — N/A N/A — — —
66247
FerhatDundar
MCP server for Amazon S3 and S3-compatible endpoints (LocalStack, MinIO). Singl…
— ○ ⏳ — N/A N/A — — —
66248
endennn
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
— ○ ⏳ — — — — — —
66249
MetaLift-AI
metalift Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
— ○ ⏳ — N/A N/A — — —
66250
iitian-vibes
mcp Claim
Design custom apparel from chat: AI art on tees and hoodies, then a checkout li…
— ○ ⏳ — — — — — —
Showing 66201–66250 of 69007 servers