MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
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
6901
raptor7197
Enables integration of local LLM capabilities with MCP-compatible clients like …
B 71 54 90 53 N/A 23 90 83
6902
cyborgx0x
mcp-docmost Claim 2
An MCP server for the Docmost documentation platform that enables managing page…
B 71 55 63 65 45 80 100
6903
sragss
A real-time flight tracking interface for LLMs that connects AI assistants to l…
B 71 55 72 75 18 80 98
6904
Lufeezhang
A minimal FastAPI-based MCP server that provides a tool for calculating Body Ma…
B 71 55 78 70 16 83 92
6905
XInTheDark
Fetch MCP Server Claim
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
B 71 55 72 100 39 81 48
6906
chacebot
MCP Xcode Server Claim 2
An MCP server that provides tools for programmatically interacting with Xcode p…
B 71 54 71 50 N/A 46 87 99
6907
hloiseau
mcp-gopls Claim
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, …
B 71 55 72 36 N/A 81 81 93
6908
DemeoStep
Provides secure, read-only access to PostgreSQL databases for schema inspection…
B 71 55 78 61 23 81 100
6909
focus-digital
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
B 71 54 74 58 N/A 27 95 90
6910
BACH-AI-Tools
Biztoc MCP Server Claim 1
An MCP server that provides access to the Biztoc API for retrieving latest busi…
B 71 55 41 100 45 81 87
6911
jcwleo
CCXT MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
B 71 55 63 68 54 81 90
6912
mark3labs
phalcon-mcp Claim
phalcon-mcp
B 71 55 78 38 64 80 95
6913
jeongsukwak
mcp-server Claim
B 71 54 66 72 N/A 32 91 85
6914
deanpluse
MCP Sui Tools Claim 1
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
B 71 55 54 82 45 81 90
6915
samihalawa
Enables AI assistants to automate Next.js development including project scaffol…
B 71 54 54 62 N/A 41 95 100
6916
WoodSong
Provides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation,…
B 71 54 78 58 N/A 21 95 92
6917
yshalsager
4get MCP Server Claim
Enables web, image, and news search through the 4get Meta Search engine API. Fe…
B 71 55 70 47 70 81 91
6918
ramuzes
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
B 71 55 71 66 40 76 95
6919
ftaxats
Enables integration with SalesHandy API to manage email campaigns, templates, a…
B 71 55 72 70 26 81 98
6920
karayaman
Interact with the Lichess chess platform using natural language. Manage your ac…
B 71 55 85 65 N/A 43 81 68
6921
dcarter610
Enables playback control of local audio files through a virtual audio output de…
B 71 54 72 41 N/A 57 92 91
6922
zero-abd
llmmcp Claim 1
Provides real-time, up-to-date documentation for major LLM providers (OpenAI, A…
B 71 55 57 73 51 80 94
6923
SimonUTD
Enables generation of professional diagrams and interactive prototypes from nat…
B 71 55 84 53 51 81 82
6924
royerlab
Napari MCP Server Claim
MCP server for remote control of napari viewers via Model Context Protocol, ena…
B 71 54 70 35 N/A 76 84 97
6925
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 54 86 38 N/A 28 95 97
6926
erkamkavak
Enables creation, validation, rendering, and optimization of SVG images with co…
B 71 55 78 62 35 76 94
6927
jorekai
Provides access to Deutsche Bahn train timetables, station information, and sch…
B 71 55 78 100 45 81 39
6928
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
6929
rakshitha2207
Integrates with Spotify Web API through the Model Context Protocol, allowing us…
B 71 55 72 71 21 80 99
6930
espressif
esp-rainmaker-mcp Claim 1
Official Espressif MCP Server to manage and control ESP RainMaker Devices.
B 71 55 86 46 41 82 90
6931
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
6932
ach968
Finnhub MCP Server Claim 2
An MCP server that provides access to financial market data via the Finnhub API…
B 71 55 69 72 27 82 93
6933
tim10002
Provides tools for listing and querying Azure resources directly from any MCP c…
B 71 55 72 82 19 80 89
6934
lineex
zotero-mcp Claim
B 71 54 88 36 N/A 44 90 90
6935
technophile-04
Enables chatting with PostgreSQL databases through secure GitHub OAuth authenti…
B 71 55 60 72 44 81 97
6936
skr-cloudify
Repomix Claim
Package remote and local repositories into a compact bundle for rapid code comp…
B 71 54 48 71 N/A 50 95 90
6937
YuheiNakasaka
A simple TypeScript-based MCP server that implements a notes system, allowing u…
B 71 55 78 100 N/A 17 95 45
6938
thesidshah
Pokemon MCP Server Claim
Simulates a Pokemon battle system by providing tools for managing Pokemon, exec…
B 71 55 78 55 34 81 98
6939
labarilem
brainfaq-mcp Claim 1
MCP server for the BrainFuck programming language
B 71 54 59 61 N/A 52 91 93
6940
bborbe
Enables semantic search over markdown files to find related notes by meaning ra…
B 71 54 76 32 N/A 62 94 92
6941
ctrlswing
Drip MCP Server Claim 1
Enables interaction with Drip's email marketing platform through comprehensive …
B 71 55 72 73 23 80 93
6942
pamosima
Docker-based MCP server suite for AIOps - Cisco Meraki, Catalyst Center, IOS XE…
B 71 54 84 41 N/A 43 89 92
6943
dinesh-nalla-se
playwright-mcp Claim 1
Playwright Tools for MCP
B 71 55 62 100 N/A 54 83 46
6944
ctf2009
CastleCall MCP Claim
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
B 71 55 72 58 35 83 100
6945
gmacev
An MCP server that extends AI agents' context window by providing tools to stor…
B 71 55 63 71 44 81 92
6946
NomotoK
Doris-MCP-Lite Claim
Enables LLMs to explore database schemas, execute read-only SQL queries, and pe…
B 71 55 84 31 62 81 97
6947
matthiashuebner
Enables integration with Xentral ERP system through a Model Context Protocol se…
B 71 55 78 72 21 81 90
6948
manishamishraacc
A server that provides browser automation capabilities using Playwright, enabli…
B 71 55 84 43 51 81 94
6949
realugbun
AgentExecMPC Claim
A FastMCP server that enables AI agents to safely execute shell commands, run c…
B 71 55 78 67 27 81 91
6950
anselmwang
Automatically configures email notification functionality for Cline through SMT…
B 71 54 80 56 N/A 21 95 91
Showing 6901–6950 of 66455 servers
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