MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2701
shaharia-lab
mcp-tools Claim
Tools for MCP (Model Context Protocol) written in Go
B 77 5⁄4 ◉ ⏳ 84 55 N/A 59 95 90
2702
ifmelate
MCP server that allow LLM in agent mode builds n8n workflows for you
B 77 5⁄4 ◉ ⏳ 96 62 N/A 82 89 54
2703
forayconsulting
Make MCP Server ⚡ Claim
This server enables AI assistants to discover, parameterize, and trigger Make.c…
B 77 5⁄5 ◉ ⏳ 84 68 — 56 78 93
2704
StacklokLabs
ocireg-mcp Claim
An SSE-based MCP server that allows LLM-powered applications to interact with O…
B 77 5⁄5 ◉ ⏳ 76 53 — 79 82 100
2705
KaranThink41
Enables posting text messages to Google Chat spaces through webhook-based integ…
B 77 5⁄5 ◉ ⏳ 90 65 — 41 81 100
2706
ReAPI-com
mcp-openapi ⚡ Claim
MCP server that lets LLMs know everything about your OpenAPI specifications to …
B 77 5⁄4 ◉ ⏳ 80 62 N/A 52 89 100
2707
daviddata-cloud
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
B 77 5⁄4 ◉ ⏳ 84 62 N/A 45 92 97
2708
cloudflare
A server that leverages Playwright for automated browser testing and integrates…
B 77 5⁄5 ◉ ⏳ 78 52 — 78 81 99
2709
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 5⁄5 ◉ ⏳ 75 71 — 57 82 99
2710
flexprice
A Model Context Protocol server that exposes the flexprice API as tools for AI …
B 77 5⁄5 ◉ ⏳ 74 70 — 58 83 98
2711
jmcdice
Provides access to the Superpowers skills library - expert-crafted workflows an…
B 77 5⁄5 ◉ ⏳ 86 100 N/A 39 95 46
2712
globodai-group
Provides comprehensive Heroku application management through the Heroku Platfor…
B 77 5⁄5 ◉ ⏳ 90 68 — 48 78 95
2713
StarrStack
Enables structured note-taking with markdown support, dynamic tagging system, a…
B 77 5⁄4 ◉ ⏳ 90 53 N/A 39 95 99
2714
Jacck
mcp-reasoner ⚡ Claim 1
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
B 77 5⁄5 ◉ ⏳ 100 100 — 45 80 39
2715
twolven
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
B 77 5⁄4 ◉ ⏳ 90 65 N/A 42 90 90
2716
ofershap
Docker operations — manage containers, images, volumes, networks, and compose s…
B 77 5⁄5 ◉ ⏳ 55 100 N/A 53 95 77
2717
bretoreta
MariaDB MCP Server ⚡ Claim
Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…
B 77 5⁄5 ◉ ⏳ 86 68 — 41 81 98
2718
TimHolden
Figma MCP Server ⚡ Claim 2
Enables seamless interaction with Figma via the Model Context Protocol, allowin…
B 77 5⁄5 ◉ ⏳ 96 71 — 32 80 91
2719
tontoko
Enables token-optimized browser automation with Playwright, featuring batch exe…
B 77 5⁄5 ◉ ⏳ 86 58 — 79 80 84
2720
TaylorChen
Multi-MCPs Claim 1
Aggregates multiple third-party APIs into unified MCP tools, providing out-of-t…
B 77 5⁄5 ◉ ⏳ 90 65 — 41 82 96
2721
joemclo
Enables users to search UK property prices by postcode, street, or city using t…
B 77 5⁄5 ◉ ⏳ 90 61 — 63 80 88
2722
Nayshins
mcp-server-ccxt ⚡ Claim 1
Cryptocurrency Market Data MCP Server
B 77 5⁄4 ◉ ⏳ 86 57 N/A 45 91 100
2723
line
line-bot-mcp-server ⚡ Claim 1
MCP Server for Integrating LINE Official Account
B 77 5⁄5 ◉ ⏳ 61 71 — 87 81 93
2724
vltansky
Explain Changes ⚡ Claim
Enables AI to perform peer review of its own code changes by displaying annotat…
B 77 5⁄4 ◉ ⏳ 78 60 N/A 59 95 90
2725
anoopt
Allows scheduling meetings in Microsoft Outlook using Microsoft Graph API, with…
B 77 5⁄5 ◉ ⏳ 78 72 — 49 81 99
2726
iansinnott
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
B 77 5⁄4 ◉ ⏳ 94 35 N/A 67 95 94
2727
umitkavala
mindpm ⚡ Claim 1
Persistent project memory for LLMs via SQLite. Never re-explain your project ag…
B 77 5⁄5 ◉ ⏳ 84 100 N/A 59 82 47
2728
orliesaurus
PulseMCP Server ⚡ Claim 1
PulseMCP Server is a TypeScript-based MCP server that implements a simple notes…
B 77 5⁄5 ◉ ⏳ 84 100 — 44 81 61
2729
imboard-ai
dossier ⚡ Claim 1
MCP server for dossier automation standard - enables LLMs to discover, verify, …
B 77 5⁄4 ◉ ⏳ 65 63 N/A 66 95 98
2730
MauriceIsrael
SmartMemory ⚡ Claim
Neuro-symbolic memory for LLMs (POC)
B 77 5⁄4 ◉ ⏳ 78 58 N/A 58 95 91
2731
W1seGit
Enables AI assistants to search and explore the Typst Universe package registry…
B 77 5⁄5 ◉ ⏳ 78 100 — 42 81 69
2732
cmillstead
Basalt MCP ⚡ Claim
A security-hardened MCP server that enables AI models to safely interact with O…
B 77 5⁄4 ◉ ⏳ 60 70 N/A 59 95 100
2733
kevinlin
Enables AI agents to interact with GitLab repositories, manage merge requests, …
B 77 5⁄5 ◉ ⏳ 82 68 — 48 81 99
2734
glaksmono
finbud-data-mcp ⚡ Claim
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
B 77 5⁄5 ◉ ⏳ 86 47 — 70 83 100
2735
btwld
nest-mcp Claim
Build Model Context Protocol (MCP) servers, clients, and gateways using the Nes…
B 77 5⁄4 ◉ ⏳ 90 38 N/A 70 95 92
2736
Angeltooth
Provides comprehensive gambling licensing information, fee calculations, compli…
B 77 5⁄4 ◉ ⏳ 90 63 N/A 24 92 100
2737
mario-andreschak
1:1 wrapping of abap-adt-api into a MCP server.
B 77 5⁄4 ◉ ⏳ 92 61 N/A 48 92 85
2738
elminson
TOON MCP Server ⚡ Claim
Enables users to convert structured data into Token-Oriented Object Notation (T…
B 77 5⁄5 ◉ ⏳ 90 60 — 58 80 91
2739
inkog-io
inkog-mcp ⚡ Claim 3
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…
B 77 5⁄5 ◉ ⏳ 96 100 — 54 81 37
2740
shuji-bonji
rfcxml-mcp ⚡ Claim 1
A Model Context Protocol (MCP) server for structured understanding of RFC docum…
B 77 5⁄5 ◉ ⏳ 90 56 — 62 82 92
2741
ggc180820
mcp-keyward ⚡ Claim
Local encrypted vault for API keys. LLMs never see your real keys — the server …
B 77 4⁄4 ◉ ⏳ 78 N/A N/A 21 95 99
2742
mnemox-ai
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
B 77 5⁄4 ◉ ⏳ 72 60 — 82 89 88
2743
jflamb
Provides programmatic access to the FDIC BankFind Suite API, enabling users to …
B 77 5⁄5 ◉ ⏳ 69 88 — 55 81 89
2744
jeanpfs
stock-images-mcp ⚡ Claim 1
MCP server to search and download stock images from Pexels, Unsplash, and Pixab…
B 77 5⁄5 ◉ ⏳ 94 61 — 48 80 91
2745
he-yang
The Excel to JSON MCP provides a standardized interface for converting Excel an…
B 77 5⁄5 ◉ ⏳ 78 100 — 31 81 79
2746
GIT-Viz-Team
GitViz MCP Claim
Visualizes Git history and commit logs with before/after animations for operati…
B 77 5⁄4 ◉ ⏳ 68 68 N/A 55 95 97
2747
AM1010101
Airtable MCP Server ⚡ Claim 1
A Model Context Protocol server that provides read and write access to Airtable…
B 77 5⁄4 ◉ ⏳ 71 71 N/A 46 95 96
2748
seonglae
MCP Server ⚡ Claim 1
This TypeScript-based MCP server allows users to manage a simple notes system t…
B 77 5⁄4 ◉ ⏳ 94 55 — 29 92 100
2749
jlbyh2o
HUDU MCP Server ⚡ Claim
Enables interaction with HUDU technical documentation and customer management p…
B 77 5⁄5 ◉ ⏳ 84 72 — 47 81 95
2750
adamgrzybowski
Enables integration with Google Tasks API to create and manage tasks through OA…
B 77 5⁄5 ◉ ⏳ 92 72 — 27 81 97
Showing 2701–2750 of 68965 servers
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