MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62201
muslus
Automates academic research from multi-source discovery across 18 databases to …
N/A N/A
62202
hkopenai
Enables querying of Hong Kong government data on elderly community care service…
62203
MatthewDegtyar
Tracks workflows, tasks, blockers, and decisions locally for Claude Code, using…
N/A N/A
62204
rahul-jajala
MCP server that exposes stock research tools (fundamentals, news, technicals, a…
N/A N/A
62205
pasteai
PasteAI Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
62206
ycrao
A Google Alerts MCP server that fetches news articles by simulating browser wor…
62207 N/A N/A 95
62208
SmongsDev
My-Obscura-mcp
N/A N/A
62209
nyang64
Provides tools for interacting with Databricks clusters, jobs, and workspace op…
N/A N/A
62210
ejentum
Provides a deterministic, keyless two-pole terrain map from an agent's task fra…
62211
karnavals
karnavals Claim
N/A N/A 95
62212
mehtaphysical13
fedreg-mcp Claim
An MCP server that provides AI agents with access to U.S. Federal Register rule…
62213
igoyetche
Paperboy Claim
Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can …
62214
Space-C0wboy
Enables AI assistants to interact with the ReliaQuest GreyMatter platform via 1…
62215
databar-ai
Enables AI assistants to interact with Databar.ai's data enrichment API, allowi…
62216
Flowtrica
MCP server implementing progressive disclosure for skill instructions, loading …
62217
btafoya
boxes-mcp Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
N/A N/A
62218
VrtxOmega
Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
N/A N/A
62219
AtomicIntuition
leads-mcp Claim
Lead generation MCP server for AI agents. Find emails, verify contacts, enrich …
62220
dpspace2050
Seedance MCP Claim
Enables video generation using the Seedance 2.0 model through MCP, supporting b…
62221
mcostigliola321
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
62222
caselegis
Enables searching, retrieving, and checking citation status of California legal…
62223
ry-ops
Enables to perform mathematical calculations, retrieve weather information, and…
N/A N/A
62224
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
81
62225
sacahan
Enables YouTube video search and audio download via web scraping, requiring no …
62226
NatiCha
MCP server for controlling Meticulous espresso machines via Claude and other AI…
N/A N/A
62227
SkyTechNerds
Enables natural language time tracking and booking for WorkTracker via MCP tool…
N/A N/A
62228
TranscriptMagic
Generate transcripts from YouTube, TikTok, Instagram, and Facebook videos.
62229
swoofer
Prevents AI coding agents from conflicting by coordinating file claims and reso…
62230
ravi8585
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
81
62231
objones25
Enables AI assistants to retrieve transcripts from YouTube videos via a serverl…
62232
texra-ai
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
N/A N/A
62233
Justinandjohnson
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
N/A N/A
62234
kofi-sketch
MCP server for automatic detection and redaction of PII in text, with anonymiza…
N/A N/A
62235
amessagee
mcp-1 Claim
N/A N/A 95
62236
velrys
Enables querying NG-ZORRO (Ant Design for Angular) documentation and examples v…
62237
LucasMonteiro1
MCP server that scrapes app data from Google Play and Apple App Store, providin…
62238
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
N/A N/A
62239
johnhnguyen97
MCP server for Japanese language learning with Anki, enabling vocabulary card c…
N/A N/A
62240
DACdigital
Enables interactive sales data exploration within Claude through a dynamic dash…
N/A N/A
62241
Spaceinvaderz
MCP server for the FreeFeed social network API. Enables reading timelines, post…
62242
romiluz13
EmbeDocs-MCP Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
N/A N/A
62243
EasyDeploy-AI
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
62244
bu5hm4nn
MCP server for Zoho Books integration, enabling AI agents to perform bookkeepin…
62245
hasna
MCP server for domain portfolio management, registrar operations, marketplace, …
62246
RaziStuff
code-search Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
N/A N/A
62247
boejucci
Enables natural language interactions with Salesforce data, metadata, and repor…
62248
xfloukiex-lab
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
N/A N/A
62249
ai-engineers-guild
An MCP server for rental apartment aggregation, enabling geographic polygon sea…
N/A N/A
62250
tommytang2414
Enables AI assistants to securely manage n8n workflows, executions, and credent…
Showing 62201–62250 of 62421 servers