MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2951
felixdorn
mcp-nix Claim
Access the Nix ecosystem (Nixpkgs, NixOS, Home Manager, nix-darwin, nixvim, nix…
B 77 54 76 60 N/A 58 95 95
2952
wshobson
maverick-mcp Claim
MaverickMCP - Personal Stock Analysis MCP Server
B 77 55 86 61 N/A 73 81 82
2953
pc035860
Scratchpad MCP Claim 1
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
B 77 55 90 100 N/A 53 90 38
2954
Jing-yilin
Reddit MCP Server Claim
Enables access to Reddit data including posts, comments, user profiles, and sub…
B 77 55 94 62 42 81 94
2955
1212bogdan
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
B 77 55 86 70 40 82 99
2956
VirtusLab
llm-tools-mcp Claim
Connect to MCP servers right from your shell. Plugin for simonw/llm.
B 77 54 88 55 N/A 66 90 83
2957
rework-com
Rework MCP Server Claim
Enables AI agents to manage Rework projects, tasks, and workflows through a sta…
B 77 55 78 63 71 81 92
2958
Pit-CL
Enables local, Docker-isolated code execution across six programming languages …
B 77 54 90 75 N/A 24 90 92
2959
andreax79
otp-mcp-server Claim
The server provides secure OTP (One-Time Password) generation. Supports TOTP (T…
B 77 55 78 66 54 82 99
2960
its-just-ui
Enables AI-powered generation, customization, and documentation of its-just-ui …
B 77 55 88 58 64 82 91
2961
ZanzyTHEbar
🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…
B 77 55 76 66 74 81 90
2962
arikusi
nakkas Claim
MCP server that turns AI into an SVG artist. One rendering engine, AI decides e…
B 77 44 60 N/A N/A 58 95 95
2963
tannernicol
Grimoire Claim 1
A local security knowledge base that indexes documentation like CVEs and CWEs u…
B 77 55 94 91 58 81 49
2964
cryptograss
Enables LLM clients to interact with any MediaWiki wiki, supporting page creati…
B 77 55 84 61 57 81 96
2965
StarrStack
Enables structured note-taking with markdown support, dynamic tagging system, a…
B 77 54 90 53 N/A 39 95 99
2966
Augmented-Nature
PDB-MCP-Server Claim 1
A Model Context Protocol (MCP) server that provides access to the Protein Data …
B 77 55 100 61 N/A 34 82 94
2967
RPGMais
n8n MCP Server Claim
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
B 77 55 78 82 N/A 52 83 85
2968
glincker
glin-profanity-mcp Claim
Content moderation and profanity detection MCP server with 19 tools, 24 languag…
B 77 54 71 68 N/A 61 95 89
2969
sareegpt
EdgarTools MCP Claim
Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/…
B 77 55 86 56 67 82 90
2970
alexlock1
macOS MCP Server Claim
Enables interaction with macOS system features including file dialogs, clipboar…
B 77 54 78 62 N/A 50 92 99
2971
ggc180820
mcp-keyward Claim
Local encrypted vault for API keys. LLMs never see your real keys — the server …
B 77 44 78 N/A N/A 21 95 99
2972
anoopt
Allows scheduling meetings in Microsoft Outlook using Microsoft Graph API, with…
B 77 55 78 72 49 81 99
2973
jaigouk
Enables AI assistants to search and retrieve data from Jira and Confluence dire…
B 77 54 72 75 N/A 40 95 94
2974
daviddata-cloud
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
B 77 54 84 62 N/A 45 92 97
2975
hithereiamaliff
Typebot MCP Server Claim
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
B 77 55 88 70 41 81 95
2976
fritzprix
Chess MCP Server Claim
Enables Large Language Models to play chess agentically with real-time HTML boa…
B 77 54 72 62 N/A 71 92 92
2977
sultannaufal
Puppeteer MCP Server Claim 1
Self-hosted MCP server for browser automation using Puppeteer, with tools for n…
B 77 54 100 46 40 92 97
2978
Enreign
Freshdesk MCP Server Claim 1
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
B 77 55 96 68 55 80 76
2979
florianwittkamp
Enables interaction with Bring! shopping lists through natural language, allowi…
B 77 55 62 72 76 80 98
2980
MikeyBeez
MCP Contemplation Claim
Provides an interface to Claude's contemplation loop, enabling continuous backg…
B 77 54 90 61 N/A 28 95 100
2981
eaisdevelopment
mcp-multi-edit Claim 1
Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)
B 77 55 90 100 N/A 42 95 39
2982
koopatroopa787
MCP PC Control Server Claim 1
Provides comprehensive PC control capabilities including file operations (read,…
B 77 55 94 100 N/A 25 95 48
2983
sosacrazy126
greptile-mcp Claim
greptile-mcp
B 77 55 78 72 47 81 99
2984
cocaxcode
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
B 77 54 84 72 N/A 37 92 91
2985
Jacck
mcp-reasoner Claim 1
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
B 77 55 100 100 45 80 39
2986
luarss
openroad-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
B 77 54 72 58 N/A 73 92 93
2987
palon7
Enables AI agents to send messages to human users via chat platforms (currently…
B 77 55 82 70 52 76 100
2988
greatSumini
nanobanana-api-mcp Claim 1
B 77 54 80 72 N/A 47 90 89
2989
jcgs2503
MCPFind Claim 1
A context-efficient MCP tool proxy that uses semantic search to manage numerous…
B 77 54 100 52 N/A 38 90 95
2990
aplaceforallmystuff
mcp-tailscale Claim 1
An MCP server for managing and monitoring Tailscale networks through natural la…
B 77 55 75 62 65 82 99
2991
bigcodegen
mcp-neovim-server Claim 2
Leverages Vim's native text editing commands and workflows, which Claude alread…
B 77 55 72 100 N/A 68 95 44
2992
darrenjrobinson
hibp Claim
A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API
B 77 54 82 71 N/A 55 81 92
2993
felipfr
A powerful Model Context Protocol server for LinkedIn API integration
B 77 54 66 70 N/A 64 92 92
2994
spre-sre
lumino-mcp-server Claim
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
B 77 54 88 31 75 95 100
2995
Aryan-Jhaveri
Access Statistics Canada data via the Web Data Services API
B 77 55 92 62 N/A 61 76 90
2996
lignertys
reddit-insights-mcp Claim 1
AI-powered Reddit search. Search millions of posts, explore subreddits, discove…
B 77 54 96 61 N/A 30 92 91
2997
kurovu146
claude-memory-fts Claim
Long-term memory MCP server for Claude Code with SQLite FTS5 full-text search, …
B 77 54 94 50 N/A 55 82 99
2998
aitytech
agentkits-memory Claim
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
B 77 54 96 25 N/A 76 95 94
2999
ZhuBit
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
B 77 44 60 N/A N/A 62 95 93
3000
back1ply
agent-skill-loader Claim
Dynamically load Claude Code skills into AI agents without copying files.
B 77 54 66 60 N/A 67 95 98
Showing 2951–3000 of 59573 servers
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