MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53801
memryzed
Memryzed Claim
Local-first cross-agent memory for AI coding agents. Persistent, shared memory …
N/A N/A
53802
adrienlupo
mcp-strava Claim
Minimalist Strava integration for Claude with 7 focused tools for querying athl…
53803
kerbelp
metatron Claim
Self-hosted codebase priors and conventions server. Captures codebase design pa…
N/A N/A
53804
mambalabsdev
Extract the people a company publishes on its own team, leadership or about pag…
N/A N/A
53805
llmops-pro
Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and upda…
53806
RaheesAhmed
Make any LLM a codebase expert instantly. Provides deep code intelligence throu…
N/A N/A
53807
recursive
Query Alan McIntyre's consulting profile — skills, project history, availabilit…
81
53808
n40yuk1
MCP server for fetching latest news from global sources across categories like …
53809
MCP-Mirror
Enables AI models to retrieve user geolocation information through EdgeOne Page…
81
53810
artespraticas
Service name: Scrape Agent Service base URL: https://scrapeagent.xyz Website UR…
53811
Bemarking
Official ℰMCP server for AXON — exposes 45 primitives, 33 templates, 17 example…
N/A N/A
53812
anboyu-alt
Analyzes Korean DART (Financial Supervisory Service) public disclosures to dete…
53813
Atabic
MCP server for Arbisoft's ERP system, enabling AI assistants to read and write …
N/A N/A
53814
TateLyman
Read-only Shipcheck launch-risk scans for authorized JS, TS, and MCP repos.
N/A N/A
53815
iturri-ai
market-data Claim
Verified market data for AI trading agents: quality-flagged candles, funding, O…
53816
leemwood
A file management MCP server enabling complete file and directory operations, i…
N/A N/A
53817
cryptorugmunch
# Rug Munch Intelligence — MCP Server [![MCP](https://img.shields.io/badge/MCP…
N/A N/A 95
53818
Asad-hashmi
Enables AI clients (Cursor, Claude Desktop) to manage Redmine issues, projects,…
53819
incrematica
Plexa Claim
Agentic directory of real businesses in Mexico & LATAM. Search by vertical and …
53820
iflow-mcp
MCP server for extracting text from PDF files, supporting local files and URLs.
53821
cryptosquanch
legends-mcp Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
N/A N/A 95
53822
laobuilt
SwingFix AI Claim
AI-powered golf swing analysis. Submit a swing image URL and receive scored met…
N/A N/A
53823
kemalabuteliyte
Enables AI agents to perform real-time WHOIS and RDAP lookups, domain availabil…
53824
yingcaihuang
dws-cli-mcp Claim
MCP server that enables AI agents to control all DingTalk features (messaging, …
N/A N/A
53825
gabecorsini
garmin-mcp Claim
Personal MCP server for interacting with your Garmin Connect data. Exposes 62 t…
N/A N/A
53826
SMABoundless
orcid Claim
Search ORCID researcher profiles, retrieve works, and export citations
N/A N/A
53827
mambo-wang
A local RAG knowledge base MCP server that exposes semantic document search as …
53828
NoBanks
mindbody-mcp Claim 1
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
81
53829
GrizzlySMS-Git
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
53830
ShubhThorat
Socials MCP Claim
Enables Claude to perform actions on X, LinkedIn, and Reddit through a browser …
N/A N/A
53831
robertmeisner
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
53832
NeuroFusionAI
fibo-mcp Claim
Provides financial agents access to the Financial Industry Business Ontology (F…
81
53833
CaptainSP
Enables creating, listing, and searching project-based documentation with Markd…
53834
dkf2studios
studio-state Claim
A stateless MCP server for AI film and video production that tracks project sta…
N/A N/A
53835
lolitaluxe
Monetizable AI agent tools - document parsing, text analysis, code generation, …
53836
neerajhanda
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
N/A N/A
53837
brukhabtu
A Model Context Protocol server that enables AI assistants to interact with Dat…
81
53838
apexapi
apexapi-mcp Claim
Call 120+ AI models and live web context (scrape/crawl/extract) from any MCP cl…
N/A N/A
53839
hwqlet
Enables product search functionality via MCP, allowing Claude to search product…
N/A N/A
53840
Chikoku-NEKO
Provides fully local long-term memory for AI agents by enabling semantic search…
N/A N/A
53841
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
53842
jairodriguez
Inkstone Claim
Automatically extracts and indexes knowledge from AI sessions and files using l…
N/A N/A
53843
Official BizMuse MCP for complete AI music videos from audio and 1-7 reference …
N/A N/A 69
53844
jhzhu89
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
53845
Bit-Aura
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
N/A N/A
53846
junter1989k-ai
Jordan payments for AI agents — cards / Apple Pay via Tap Payments. Never holds…
53847
permanu
SuperSkill Claim
Runtime intelligence layer for AI agent skills that scores, resolves, and loads…
N/A N/A
53848
danielrosehill
donetick-mcp Claim
MCP server for Donetick chores management. Provides 27 tools to control Donetic…
53849
jgraph
draw.io Claim
Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+…
53850
popand
aha-mcp Claim
MCP server for accessing and managing Aha! records, including features, require…
N/A N/A
Showing 53801–53850 of 67226 servers