MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34751
Asem-D
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
34752 N/A N/A 95
34753
boletinclaro
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
34754
knoxgraeme
Enables MCP-capable agents to retrieve relevant slices of a user-story knowledg…
34755
egrigokhan
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
N/A N/A
34756
junter1989k-ai
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
34757
ajitnk-lab
Exposes a local MCP server via ngrok with SSE and Streamable HTTP transports fo…
N/A N/A
34758
gigachadtrey
chatsave Claim
N/A N/A 95
34759
iamjrmh
MCPBridge Claim
Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.
N/A N/A
34760
arjungowdal4601
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
34761
zankkas
loom-go Claim
A thinking assistant MCP server that helps you reason through problems using st…
N/A N/A
34762
HellioSolutions
Exposes the Hellio Messaging API as MCP tools for SMS, OTP, voice, HLR lookup, …
34763
zz6zz666
Enables agent-style remote development over SSH with file operations and comman…
N/A N/A
34764
lantip
A lightweight MCP server for tracking personal expenses, income, and budget sum…
N/A N/A 95
34765
cyanheads
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
N/A N/A
34766
kud
A Jenkins MCP server with 37 tools for managing jobs, builds, nodes, views, and…
N/A N/A
34767
offquestxo
groundcheck Claim
An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scori…
N/A N/A
34768
MarcoPorcellato
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
N/A N/A
34769
feedback-loop-ai
MCP server for managing Ory Kratos identities, sessions, and authentication flo…
34770
dannyhertz
A Python-based MCP server demonstrating tools for math calculations, time retri…
34771
iMayuuR
ContextHub Claim
AI memory orchestration server that provides persistent, encrypted context with…
N/A N/A
34772
nayakprashant
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
N/A N/A
34773
Haimantika
A simple MCP server that provides a tool to get the current server time and a r…
N/A N/A
34774
vtomilin
mermaider Claim
Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
N/A N/A
34775
SohniSwatantra
An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
34776
XlogicX
Provides tools to test regex patterns for correctness, performance (ReDoS), and…
N/A N/A
34777
mkcrw
Diagnoses why a FiveM server or resource is broken by scanning local configs, m…
N/A N/A
34778
nicoaguerrero
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
34779
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
N/A N/A
34780
Tharun135
Provides lightweight documentation review tools including issue detection, read…
N/A N/A
34781
vineethwilson15
semamerge Claim
MCP server that detects semantic (non-textual) merge conflicts between Git bran…
N/A N/A 95
34782
smartbookingofc
Retrieve your Smart Booking appointments with structured access. Filter by day,…
N/A N/A 95
34783
lespaceman
Gives AI agents a compact, semantic interface to the browser, returning structu…
N/A N/A
34784
ankitachotaliya2310
Provides inventory analysis, risk assessment, demand forecasting, and recommend…
N/A N/A
34785
melvenac
A persistent, cross-session knowledge base for AI agents that indexes session h…
N/A N/A
34786
Hovhanns97
A remote Model Context Protocol server that lets Claude on claude.ai browse you…
34787
wyre-technology
An MCP server for the Salesbuildr platform, providing tools to manage quotes, p…
34788
RMANOV
Governed cross-agent memory for coding agents with hybrid retrieval, provenance…
N/A N/A
34789
jbaker48
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
34790
shreyashp77
Llama-Bridge Claim
MCP server that enables cloud models (like Gemini/Claude) to delegate coding ta…
N/A N/A
34791
vinkius-labs
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
34792
aws-samples
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
N/A N/A 95
34793
gangadharnitw
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
N/A N/A
34794
bobmatnyc
A CLI-first semantic code search tool with MCP integration for AI assistants, e…
N/A N/A
34795
ShaunakInamdar
AI-powered scheduling assistant that checks calendars, finds mutual availabilit…
34796
SapienEx-AI
Converts URLs and raw HTML to clean Markdown, enabling AI assistants to read we…
34797
thenets
ghost-mcp Claim
Enables interaction with Ghost CMS sites through both Content (read-only) and A…
N/A N/A
34798
naga-pavan12
MealOS Claim
Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
N/A N/A
34799
connxio
Provides tools for managing Connxio integrations, code components, environment …
34800
pauloFroes
mcp-yt-dlp Claim
MCP server wrapping yt-dlp for downloading videos and audio from URLs, providin…
N/A N/A
Showing 34751–34800 of 67181 servers
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