MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48751
luislopezsanchez
Enables AI assistants to search, validate, and manage n8n workflows, providing …
48752
CSOAI-ORG
html-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
48753 N/A N/A 95
48754
mpierre135
MCP server that connects AI clients to WordPress for content management, site s…
48755
BenjisCollector
MCP server demonstrating FDE primitives: TF-IDF search, extractive summarisatio…
N/A N/A
48756
morebetterclaw
forge-swap Claim
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE,…
N/A N/A 90
48757
leonavevor
A unified MCP server providing a single entry point to comprehensive travel pla…
48758
Rixmerz
A dark industrial-themed MCP server that displays your Proton Calendar events d…
N/A N/A
48759
sbctreasury
Provides Model Context Protocol tools for accessing Bloomberg Terminal data inc…
N/A N/A
48760
lttxzmj
proofstack Claim
Audited indie product business cases with source-backed pricing, revenue and pr…
48761
vito1317
MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, …
N/A N/A
48762
Sgoettschkes
nirvana-mcp Claim
MCP server that exposes NirvanaHQ (GTD task manager) to Claude Code, enabling t…
48763
aryanduntley
AIMFP Claim
MCP server for the AIMFP paradigm, enabling AI assistants to manage functional …
N/A N/A
48764
swl-informatica
meloqa-mcp Claim
Exposes every operation from the meloQA v1 API as MCP tools, enabling LLM clien…
48765
okash1n
kb Claim
A local MCP server that provides a shared context and learning foundation acros…
N/A N/A 95
48766
SVerITG
Metis Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
N/A N/A
48767
banjtheman
Enables AI assistants to create complete Ren'Py visual novel games with AI-gene…
N/A N/A
48768
falcosan
mcp-meilisearch
N/A N/A 95
48769
Svel26
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
N/A N/A
48770
ThuRealPapi27
A serverless AI-powered system built with Cloudflare Workers that handles multi…
N/A N/A 95
48771
bacharyehya
Mnemonic Claim
Persistent memory management for AI assistants like Claude, enabling creation, …
N/A N/A
48772
chrischall
Enables search and retrieval of travel data from TripAdvisor, including hotels,…
48773
fintaro-ai
fintaro-mcp Claim
Enables MCP-capable agents to read Fintaro invoices and transactions, and uploa…
48774 N/A N/A 95
48775
vaibhavpandeyvpz
wappmcp Claim
A WhatsApp Web MCP server that enables reading chats, contacts, and messages, a…
N/A N/A
48776
ayush-s-tomar
An MCP server that exposes an AI project portfolio as queryable tools, allowing…
N/A N/A
48777
hnaymyh123-henry
MCP server for managing AI agent skills with pre-flight compatibility checks, e…
N/A N/A
48778
Travis-Clement-Dev
An MCP server that lets an LLM answer a pharmacist's question about drug shorta…
48779
floatingsidewal
Bulkhead Claim
Provides cascading content protection for AI coding assistants by detecting and…
48780
lklkxcxc
Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira…
48781
ari310126
canvas_mcp Claim
Enables reading and writing Canvas LMS course content using browser session coo…
N/A N/A
48782
esaghapour
Demonstrates building an MCP server with Python, exposing tools like web search…
48783
gingugu
gingugu Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
N/A N/A
48784
tsiongk
Provides up-to-date library documentation by resolving library names and fetchi…
48785
boke0
repocks Claim
Transforms Markdown documentation into an intelligent knowledge base with AI-po…
N/A N/A
48786
megazear7
Enables AI agents to access structured content by building static Markdown/JSON…
48787
tokencanopy
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, S…
48788
sjgant80-hub
Exposes foldkit's 7-prime spine, κ-bands, and fold operations as MCP tools and …
N/A N/A
48789
up2itnow0822
Enables AI agents to perform forex trading operations through brokerages with r…
48790
ahmedadan
A read-only MCP server for Linux and macOS system administration, diagnostics, …
48791
djwmarcx
Provides complete access to Mealie's API for managing recipes, meal plans, shop…
N/A N/A
48792
ceeyang-ai
Enables AI agents to create data visualizations like bar charts, line charts, p…
48793
scream687
A context preservation engine for AI agents that bundles project state into a m…
48794
Randhir123
Enables read-only Kubernetes incident investigation through MCP tools for listi…
N/A N/A
48795
ronkenx9
Provenance Claim
Enables querying deterministic risk ratings and explanations for tokenized asse…
48796
henkas
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
48797
safiyu
ctxtest Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
N/A N/A
48798
EnviableAmaretto
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
N/A N/A
48799
L-Chris
chatlab-mcp Claim
MCP server for ChatLab that automates the chatlab-cli in headless HTTP mode, en…
N/A N/A
48800
GK-Leyton
Provides read-only access to SQL Server databases via Claude Desktop, with mult…
Showing 48751–48800 of 67226 servers
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