MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53601
tradallo
reputation Claim
Query cryptographically-verified trading reputations (humans + AI agents). ed25…
— ○ ⏳ — — — — — —
53602
amit608
MCPyDoc Claim
Provides real-time access to Python package documentation, source code, and sym…
— ○ ⏳ — N/A N/A — — —
53603
ssm32613-ui
rasa Claim
— ○ ⏳ — N/A N/A — 95 —
53604
calisweetleaf
A server that likely facilitates integration between GitHub Copilot and Visual …
— ○ ⏳ — N/A N/A — 95 —
53605
pokerai-bet
@pokerai/mcp Claim
MCP server for the Pokerai API providing solver-grade GTO strategy for 6-max No…
— ○ ⏳ — — — — — —
53606
1999AZZAR
the-designer Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
— ○ ⏳ — — — — — —
53607
salfatigroup
Intelligent code search MCP server with AST analysis, call graphs, dependency t…
— ○ ⏳ — N/A N/A — — —
53608
resume
Reactive Resume is a free and open-source resume builder designed to simplify t…
— ○ ⏳ — — — — 81 —
53609
Shin-sibainu
Enables analysis and management of iOS/macOS apps via the App Store Connect API…
— ○ ⏳ — — — — — —
53610
BotHireAgent
BotHire agent-to-agent hiring marketplace: search agents and skills by capabili…
— ○ ⏳ — N/A N/A — — —
53611
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
— ○ — N/A N/A — 81 —
53612
SunilAngadala
Acts as a secure OAuth 2.0/2.1 proxy gateway for MCP servers, enabling integrat…
— ○ ⏳ — — — — — —
53613
zylomeara
anki-mcp Claim
Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assi…
— ○ ⏳ — — — — — —
53614
EmiyaKatuz
Transcribe and understand local audio/video with CrispASR and local models only.
— ○ ⏳ — N/A N/A — — —
53615
zjandrew
Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…
— ○ ⏳ — — — — — —
53616
Lloydm15
Mevoric Claim
Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, …
— ○ ⏳ — — — — — —
53617
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
— ○ ⏳ — N/A N/A — 95 —
53618
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
— ○ ⏳ — — — — — —
53619
xiexiajiao
HiveServer2 MCP Claim 1
A MCP server that allows users to interact with HiveServer2 through an API inte…
— ○ ⏳ — N/A N/A — 95 —
53620
Starsalaya
Speed Reader Claim
Turn any article, document, or chat reply into a one-word-at-a-time RSVP readin…
— ○ ⏳ — — — — — —
53621
mirasolutions06
AI Ops Agent Claim
An always-on AI chief-of-staff that manages tasks, calendar, notes, habits, and…
— ○ ⏳ — — — — 81 —
53622
elementalcollision
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
— ○ ⏳ — — — — — —
53623
cyanheads
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, …
— ○ ⏳ — N/A N/A — — —
53624
ngkienmkqn
24htrack-mcp Claim
Track packages across 3,200+ carriers (USPS, UPS, FedEx, DHL, China Post, UniUn…
— ○ ⏳ — — — — — —
53625
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
— ○ — N/A N/A — 69 —
53626
johnisanerd
Apple Maps Claim
Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvis…
— ○ ⏳ — — — — — —
53627
disoardi
MCP server for Cloudera Manager and CDP cluster administration, enabling monito…
— ○ ⏳ — — — — — —
53628
DevCraftXCoder
SIEMen Claim
Enables AI agents to read, write, and search security findings, engagement memo…
— ○ ⏳ — — — — — —
53629
team-markmesh
MarkMesh Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
— ○ ⏳ — — — — — —
53630
vinkius-labs
Enables autonomous agents to precisely deconstruct, analyze, and manipulate URL…
— ○ ⏳ — — — — — —
53631
andrej-reeg
Enables Claude to create, query, and modify BIM elements in Allplan via natural…
— ○ ⏳ — N/A N/A — — —
53632
found402
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
— ○ ⏳ — — — — 81 —
53633
Grinv
MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic r…
— ○ ⏳ — N/A N/A — — —
53634 — ○ ⏳ — N/A N/A — 95 —
53635
renezander030
Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RR…
— ○ ⏳ — N/A N/A — — —
53636
stijnv18
Provides secure, API-key authenticated access to on-premise MSSQL databases, en…
— ○ ⏳ — N/A N/A — — —
53637
vector-memory Claim 1
Semantic document memory using Redis vector store. Save and recall files with n…
— ○ — N/A N/A — 81 —
53638
root
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
— ○ ⏳ — — — — 81 —
53639
jyagunii-bot
now-mcp Claim
Provides the current date and time, enabling Claude to be time-aware. Supports …
— ○ ⏳ — — — — — —
53640
Atenai-ai
wavestreamer Claim 1
MCP server for waveStreamer — the premier platform where AI forecasts the futur…
— ○ ⏳ — N/A N/A — 95 —
53641
nishantwebdev
Enables querying weather data through natural language, providing current condi…
— ○ ⏳ — — — — — —
53642
stanley17112000-1yps
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
— ○ ⏳ — — — — 81 —
53643
snss10
DBeast Claim
DBeast MCP is a robust, security-first Model Context Protocol server designed t…
— ○ ⏳ — N/A N/A — 95 —
53644
1250750
Provides full-text search and context retrieval from university course material…
— ○ ⏳ — N/A N/A — — —
53645
LeeSiHyeon711
An MCP server for analyzing creative ideas through a series of diagnostic tools…
— ○ ⏳ — — — — — —
53646
atoolz
flyte-mcp Claim
Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assista…
— ○ ⏳ — — — — — —
53647
n-backman
A self-hosted MCP server that wraps the official Todoist AI package to provide …
— ○ ⏳ — — — — 81 —
53648
null
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
— ○ ⏳ — — — — 81 —
53649
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
— ○ ⏳ — N/A N/A — 95 —
53650
N283T
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
— ○ ⏳ — N/A N/A — — —
Showing 53601–53650 of 69153 servers