MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28878
Scored
2088
Verified
16951
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15251
kamath
Provide a simple MCP server implementation to demonstrate integration with Sent…
F 30 54 30 62 N/A 19 89 100
15252
immber
A remote MCP server providing a tool for searching and querying ATprotocol docu…
F 30 55 64 61 51 80 94
15253
juhemcp
A Model Context Protocol server that provides real-time global currency exchang…
F 30 55 45 62 36 76 42
15254
lenwood
cfbd-mcp-server Claim 1 2
An MCP server enabling CFBD API queries within Claude Desktop.
F 30 55 81 71 N/A 44 78 91
15255
andreasHornqvist
A template for creating and connecting custom tools to Cursor IDE using Model C…
F 30 55 78 91 45 76 52
15256
2234839
mcpserver Claim 1
为claude code+glm 添加上眼睛
F 30 54 74 75 N/A 36 89 86
15257
luquitared
A starter template for building MCP (Model Context Protocol) servers that can i…
F 30 55 54 100 N/A 21 94 64
15258
georgepok
Local LLM MCP Server Claim 1 2
Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to…
F 30 55 100 63 54 76 91
15259
Vigtu
mintlify-mcp Claim 1 3
An MCP server that enables users to query any Mintlify-powered documentation si…
F 30 66 75 66 0 68 80 93
15260
kevinwatt
YouTube MCP Server Claim 1 2
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
F 30 54 90 41 N/A 79 90 91
15261
duaghwls
Enables LLMs to organize and manage Windows file systems with intelligent file …
F 30 54 64 28 N/A 43 90 85
15262
ip2location-com
IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…
F 30 55 60 35 64 82 94
15263
kmerce28
Greetings & Math Claim 1 2
Greet people, perform quick calculations, and generate images from text prompts…
F 30 54 60 62 N/A 29 87 33
15264
sunwoong-data
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 54 66 65 N/A 32 89 55
15265
hussainkazemian
mcp-labrat Claim 1 2
An MCP server that enables interaction with CalDAV calendars to manage events a…
F 30 55 63 63 35 77 96
15266
youzhajun
An MCP server that parses Douyin share links and performs intelligent content a…
F 30 55 57 71 53 78 88
15267
falahgs
Provides web and local search capabilities via Brave Search combined with advan…
F 30 55 78 68 25 80 95
15268
buddhdev-harsh
linkedmcp Claim 1
linkedmcp
F 30 55 54 100 N/A 39 87 46
15269
Shougakusei
An AI-powered FastMCP server tool that automates the process of planning tasks,…
F 30 55 60 43 21 76 89
15270
iflytek
A server implementation of the Model Context Protocol that enables calling iFly…
F 30 55 96 57 43 74 83
15271
xinzhongyouhai
Guides problem-solving by breaking down complex problems into steps and recomme…
F 30 55 96 100 59 80 71
15272
adamescj
PokeMCP Claim 1
Enables AI assistants to play Pokemon Fire Red through the mGBA emulator by pro…
F 30 54 60 36 N/A 30 92 94
15273
clarkeg02
A secure Model Context Protocol server that provides tools for calculating Fibo…
F 30 54 72 75 N/A 28 92 91
15274
0Thomas1
Enables users to manage Kanban-style tasks with priorities, tags, and statuses …
F 30 55 60 52 31 76 99
15275
cateland
Todo MCP Server Claim 1
A robust Model Context Protocol server for managing todos with capabilities for…
F 30 55 72 60 47 80 74
15276
AdamGustavsson
Claimify Claim 1
Extracts verifiable, decontextualized factual claims from text using a research…
F 30 55 92 57 40 76 91
15277
risherb
A lightweight Flask-based server that enables Claude AI to perform real-time we…
F 30 55 78 41 34 78 90
15278
GroundNG
VibeShift Claim 1
An automated security engineer that integrates with AI coding assistants to per…
F 30 54 72 31 N/A 48 85 90
15279
NOVA-3951
Fastmail MCP Server Claim 1
Enables AI assistants to securely access and search Fastmail emails via the JMA…
F 30 55 66 40 24 81 97
15280
atxp-dev
Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, S…
F 30 55 100 65 N/A 71 74 99
15281
mkmeral
Runs isolated AI agents in Docker containers with persistent workspaces and con…
F 30 55 70 57 64 77 98
15282
Vijay-2005
MCP Gemini Server Claim 1
Enables Claude Desktop to interact with Google's Gemini API, allowing users to …
F 30 55 78 70 21 78 100
15283
epicsagas
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
F 30 54 54 58 N/A 41 87 97
15284
SandyYuan
Astro MCP Claim 1 2
Provides unified natural language access to 40+ astronomical databases and surv…
F 30 55 92 66 21 76 89
15285
sharavanask
Enables AI-powered Amazon product searches and recommendations by integrating t…
F 30 55 72 42 23 69 60
15286
praveencs87
Trello MCP Server Claim 1
Enables AI assistants and automation tools to interact with Trello boards, list…
F 30 55 76 66 23 80 86
15287
ahao0150
Debug MCP Claim 1 2
An intelligent debugging assistant that automates the debugging process by anal…
F 30 55 78 53 48 77 97
15288
Oleg200447
MCP Search Server Claim 1 2
An MCP server that provides semantic search capabilities by integrating with an…
F 30 55 45 63 22 78 91
15289
lsd-so
LSD MCP Server Claim 1 3
An MCP server that connects language models to the LSD database, enabling web d…
F 30 55 53 82 N/A 28 87 18
15290
hardik-id
A Model Context Protocol server for querying and analyzing Azure resources at s…
F 30 55 61 73 46 80 91
15291
patrickkabwe
Streamlines React Native CLI project upgrades by providing automated tools to g…
F 30 55 82 100 68 78 63
15292
thomas92fr
MCP TS Toolkit Claim 1
A comprehensive MCP server providing secure tools for filesystem operations, Gi…
F 30 55 72 41 62 74 91
15293
trailofbits
mcp-context-protector Claim 1
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
F 30 55 92 37 65 82 91
15294
characat0
databricks-mcp-server
F 30 55 66 46 61 80 98
15295
kongyo2
A comprehensive Model Context Protocol (MCP) server for EVE Online traffic, nav…
F 30 54 72 61 N/A 43 92 42
15296
toby
mirror-mcp Claim 1 2
Mirror MCP: Introspection for LLMs
F 30 55 92 100 N/A 52 90 43
15297
yikakia
godoc-mcp-server Claim 1 2
Query Go package information on pkg.go.dev
F 30 55 72 62 62 82 57
15298
wwqdrh
cmd-line-mcp Claim 1
A secure Model Context Protocol server that allows AI assistants to execute ter…
F 30 54 60 72 N/A 61 88 94
15299
sligter
mcp_newsnow Claim 1 2
一个基于 Model Context Protocol (MCP) 的新闻聚合服务器,通过 Newsnow API 提供多平台热点新闻和趋势话题。
F 30 55 66 36 N/A 28 76 89
15300
156554395
Enables AI image generation using Doubao Seedream models and video generation u…
F 30 66 72 68 0 67 80 84
Showing 15251–15300 of 33842 servers
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