MCP Server Quality Scores

Independent quality analysis of 44549 public MCP servers

44549
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3001
EGorsel
Enables AI agents to read and understand local Mendix project structure and log…
B 77 54 94 56 N/A 36 90 96
3002
laktek
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
B 77 54 90 56 N/A 30 95 100
3003
jhl8041
Dooray MCP Server Claim 1
Enables integration with Dooray project management platform, allowing users to …
B 77 55 78 72 49 80 100
3004
niradler
dependency-mcp Claim 2
MCP server for checking package versions across multiple package managers
B 77 55 85 100 N/A 30 95 55
3005
quanticsoul4772
Bear MCP Server Claim
Enables AI assistants to search, read, and browse Bear notes directly from your…
B 77 54 92 61 N/A 27 95 96
3006
DanyelKirsch
Git MCP Server Claim 1
Provides comprehensive Git functionality to MCP clients, enabling users to mana…
B 77 54 90 58 N/A 39 87 100
3007
ngc-shj
Ollama MCP Server Claim 1
A bridge that enables Claude Code to interact with local Ollama instances for t…
B 77 55 90 100 50 82 48
3008
jagan-shanmugam
mattermost-mcp-host Claim 1
A MCP server along with MCP host that provides access to Mattermost teams, chan…
B 77 54 85 66 N/A 44 87 97
3009
timothywarner-org
prompt-pro Claim
Master AI prompting for business innovation. O'Reilly Live Learning course by T…
B 77 54 78 45 N/A 69 95 99
3010
cfrs2005
GS Robot MCP Server Claim 1
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
B 77 55 82 82 49 81 81
3011
GutMutCode
Cloudflare MCP Server Claim 1
An MCP server that allows using natural language to manage Cloudflare resources…
B 77 55 81 67 53 81 96
3012
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
3013
Estaed
A comprehensive League of Legends data ecosystem that provides access to champi…
B 77 54 86 72 N/A 23 90 100
3014
bbusenius
FI-MCP Claim 2
Provides AI assistants with access to 30+ validated financial independence calc…
B 77 55 96 100 N/A 42 95 30
3015
tdnupe3
Provides access to 41 micropayment-based services for blockchain analytics, tra…
B 77 55 72 82 45 83 99
3016
vinnividivicci
IDS MCP Server Claim
Enables AI agents to create, validate, and manage buildingSMART IDS (Informatio…
B 77 54 94 53 N/A 46 92 93
3017
WeAreBraveLabs
domain-checker-mcp Claim 1
Fast domain availability checker. DNS + RDAP/WHOIS verification.
B 77 54 66 65 N/A 65 92 100
3018
5p00kyy
Seafile MCP Server Claim 1
Enables AI assistants to interact with Seafile cloud storage for managing self-…
B 77 55 88 68 43 82 97
3019
citronlegacy
Gelbooru MCP Claim
A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatib…
B 77 55 94 68 43 78 91
3020
an1lam
Enables AI assistants to create, manage, and track predictions on Fatebook, a p…
B 77 55 90 65 52 81 92
3021
Invoke-RE
BinjaLattice provides a secure interface for Binary Ninja that enables AI agent…
B 77 54 90 41 N/A 61 95 94
3022
entire-vc
evc-spark-mcp Claim 1
Search and discover AI agents, skills, prompts, bundles and MCP connectors from…
B 77 55 72 100 54 81 71
3023
Talljack
mcp_server_trending Claim 1
Track tech trends across GitHub, Hacker News, Product Hunt, npm, PyPI, arXiv, a…
B 77 55 72 91 N/A 74 95 50
3024
AM1010101
Airtable MCP Server Claim 1
A Model Context Protocol server that provides read and write access to Airtable…
B 77 54 71 71 N/A 46 95 96
3025
ajtgjmdjp
tdnet-disclosure-mcp Claim 1
MCP server for Japan's TDnet (Timely Disclosure network). Search and retrieve t…
B 77 54 57 75 N/A 69 94 95
3026
ExpertVagabond
ZetaChain universal blockchain MCP server
B 77 54 90 61 N/A 59 84 88
3027
sarmadparvez
postgresql-mcp Claim
A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…
B 77 55 78 57 71 80 99
3028
iansinnott
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
B 77 54 94 35 N/A 67 95 94
3029
akhilthomas236
Jenkins MCP Server Claim
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
B 77 55 84 68 46 82 95
3030
promplate
hmr Claim
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
B 77 66 84 90 52 56 81 92
3031
ali-nr
Provides structured web search capabilities optimized for technical and softwar…
B 77 55 96 73 23 81 94
3032
shuji-bonji
rfcxml-mcp Claim 1
A Model Context Protocol (MCP) server for structured understanding of RFC docum…
B 77 55 90 56 62 82 92
3033
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 54 90 63 N/A 34 92 96
3034
hanweg
mcp-discord Claim
Provides Discord integration capabilities to MCP clients like Claude Desktop.
B 77 55 86 63 47 81 100
3035
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
3036
bsmi021
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
B 77 54 84 60 N/A 52 92 90
3037
ofershap
Docker operations — manage containers, images, volumes, networks, and compose s…
B 77 55 55 100 N/A 53 95 77
3038
MikeRecognex
mcp-codebase-index Claim
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
B 77 54 100 22 N/A 70 94 100
3039
kfastov
Telegram MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Tel…
B 77 54 53 71 N/A 73 95 99
3040
eyalzh
browser-control-mcp Claim 1
An MCP server paired with a browser extension that enables LLM clients to contr…
B 77 54 57 71 N/A 73 90 100
3041
mrgizmo212
Provides persistent agent workspaces with MongoDB storage for file management a…
B 77 66 84 66 96 24 82 97
3042
glaksmono
finbud-data-mcp Claim
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
B 77 55 86 47 70 83 100
3043
JaviEzpeleta
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
B 77 55 94 68 35 81 92
3044
ktanaka101
mcp-server-duckdb Claim
DuckDB database integration with schema inspection and query capabilities
B 77 54 96 30 N/A 69 90 100
3045
skydeckai
Enables semantic search and retrieval of information from personal and team kno…
B 77 55 92 66 40 81 96
3046
fr0gger
A prompt-validation service that checks incoming prompts against security rules…
B 77 54 90 56 N/A 37 95 94
3047
VetCoders
Unicode Puzzles MCP Claim 1
Creates and manages encoded messages using zero-width characters and advanced U…
B 77 54 80 58 N/A 57 92 94
3048
peek-travel
mcp-intro Claim
Remote MCP Server for discovering and planning experiences, at home and on vaca…
B 77 66 78 76 99 16 81 94
3049
sosacrazy126
greptile-mcp Claim
greptile-mcp
B 77 55 78 72 47 81 99
3050
eddmann
garmin-connect-mcp Claim
MCP server enabling LLMs to interact with Garmin Connect - activities, health m…
B 77 55 70 82 N/A 52 92 86
Showing 3001–3050 of 44549 servers
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