MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29461
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37801
flowboard
flow2 Claim
Design mobile-first presentations — create, edit, preview, and publish from you…
37802
rex
A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
N/A N/A
37803
grupr-ai
MCP server to interact with Grupr agents, enabling polling new messages, postin…
N/A N/A
37804
kkoba23
Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conve…
N/A N/A
37805
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
37806
priyanshuchawda
A read-only MCP server for AI coding agents to inspect repositories, audit code…
N/A N/A
37807
cxzzzz
wavekit-mcp Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
N/A N/A
37808
RepoMend-dev
Security scanning MCP server that connects Claude to RepoMend findings, enablin…
37809
groupdocs-conversion
MCP server for GroupDocs.Conversion — convert, inspect, and list supported form…
N/A N/A
37810
33jrdd
Enables AI assistants to interact with running Roblox game instances by inspect…
N/A N/A 95
37811
Jongbin-kr
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
N/A N/A
37812
Patdolitse
piia-engram Claim
Local-first AI identity for MCP coding tools. User-approved lessons, decisions,…
N/A N/A
37813
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
81
37814
ZeroPointRepo
💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for fr…
37815
kodey-ai
mapwise-mcp Claim
Send friendly, personalized greetings on demand. Generate quick salutations wit…
N/A N/A 95
37816
Fibi66
Enables AI assistants to automatically analyze GitHub repositories and set up d…
81
37817
entropyvortex
askgrokmcp Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
N/A N/A
37818
pipeworx-io
AlienVault OTX MCP — Open Threat Exchange (free with key)
37819
xie38388
looply Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
N/A N/A 75
37820
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
N/A N/A 95
37821
bbb-build
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
N/A N/A
37822
rupinder2
mcp-gateway Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
N/A N/A 81
37823
NicolasPrimeau
Artel Claim
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it;…
37824
axel-belfort
Website technology detection API for AI agents. Identify 50+ technologies on an…
81
37825
axel-belfort
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
81
37826
Wildcard-Official
deepcontext Claim 1
Advanced codebase indexing and semantic search MCP server
N/A N/A 67
37827
adelaidasofia
FastMCP server for Substack — publish Notes and posts, pull analytics, manage d…
N/A N/A
37828
david-choi-querypie
david-mcp6 Claim
N/A N/A 95
37829
ssmancha
Jeikin Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
37830
developer-ishan
pexels Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
N/A N/A
37831
CSOAI-ORG
date-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37832
UniProt MCP Claim 1
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
N/A N/A 81
37833
RicardoCA
Connects Claude Code to Apple Music using only your Apple ID, without needing a…
N/A N/A
37834
attilad
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
81
37835
Clawdio777
verity Claim
Real-time fact-checking MCP. Verifies claims against live sources with structur…
N/A N/A
37836
Kemperino
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
37837
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
37838
coreviz
CoreViz MCP Claim
Exposes a visual library with semantic search, tagging, editing, and management…
N/A N/A
37839
nazar256
MemHeaven Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
37840
falcosan
Provide AI models with seamless access to Meilisearch's powerful search and ind…
N/A N/A 95
37841
paracetamol951
Enables exploration and search of local filesystems using glob pattern matching…
N/A N/A 95
37842
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
81
37843
MCP server for R package development using usethis, devtools, renv, and testthat
N/A N/A 81
37844
atmflow55
datafood-mcp Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
37845
laxmimerit
An MCP server that enables saving, retrieving, and managing research content us…
N/A N/A
37846
mattransmith-cmyk
trades Claim
Stock trades of U.S. Congress & executive-branch officials, with conflict flags…
37847
guzz-labs
epwforge-mcp Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
37848
famtong8-dev
Python MCP server for vector search using Qdrant vector database and Ollama emb…
37849
LeonMare
vozclara Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
37850
BeckhamLabsLLC
kicad-jlcpcb Claim
Automates PCB design from idea to fabrication: sources JLCPCB parts, fetches pi…
N/A N/A
Showing 37801–37850 of 43459 servers
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