MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28505
Scored
2027
Verified
16957
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10151
hummingbot
mcp Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
C 66 54 78 22 N/A 71 81 84
10152
chadismoving
Enables deployment of MCP servers to Cloudflare Workers without authentication …
C 66 55 72 60 23 81 84
10153
jaokuohsuan
Draw Things MCP Claim 1
An integration that allows Cursor AI to generate images through the Draw Things…
C 66 54 60 55 N/A 35 88 88
10154
zjromani
Enables ChatGPT to access and analyze personal Garmin health data including dai…
C 66 55 78 41 24 81 97
10155
apappascs
An MCP server implementation that integrates the Tavily Search API, providing o…
C 66 55 79 38 38 81 90
10156
nishide-dev
ML Research MCP Claim
Provides machine learning researchers with tools for creating publication-quali…
C 66 55 72 41 48 83 83
10157
puran-water
Enables natural language control of AutoCAD LT through AutoLISP code generation…
C 66 54 72 30 N/A 54 90 81
10158
Quaestor-Technologies
Connects AI clients to the Standard Metrics API for automated analysis of ventu…
C 66 55 62 40 60 81 93
10159
dbhavery
mcplex Claim 2
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
C 66 54 57 40 N/A 48 94 93
10160
mixophrygian
A local MCP server for retrieving and analyzing your browser history. Makes it…
C 66 54 70 25 N/A 42 95 98
10161
Kaiohz
MCP Perplexica Claim
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
C 66 55 62 61 29 81 88
10162
edgego
Integrates EdgeOne Pages Functions with large language models to retrieve and u…
C 66 55 66 40 44 82 98
10163
birdingkit
eBird MCP Server Claim
Integrates the eBird API with Claude to query bird observation data, including …
C 66 54 76 30 N/A 37 90 91
10164
saxenanurag
Strava MCP Server Claim
Enables AI agents to interact with the Strava API to retrieve athlete statistic…
C 66 55 76 41 30 76 98
10165
i-richardwang
Vision MCP Claim
Enables image analysis and understanding using Vision Language Models through O…
C 66 55 66 46 45 81 91
10166
AlyssonM
HiveAuth MCP Server Claim 1
A Model Context Protocol (MCP) server that enables LLM applications to perform …
C 66 55 78 82 N/A 28 89 37
10167
Sifu213
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
C 66 54 54 66 N/A 27 90 87
10168
anshulpatre
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
C 66 54 72 43 N/A 16 95 95
10169
linxule
MinerU Claim
MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch proce…
C 66 55 54 72 N/A 36 76 90
10170
Futuretechaiguy
A Model Context Protocol server that helps users create, validate, manage, and …
C 66 55 81 75 43 81 37
10171
OpalDecisionSciences
Provides intelligent OpenAI API token management with automatic switching betwe…
C 66 55 78 91 21 81 37
10172
bStyler
Enables users to fetch transcripts and comments from public Loom video URLs. It…
C 66 55 60 57 27 81 100
10173
samihalawa
envmem-mcp Claim
EnvMem
C 66 55 94 0 N/A 62 80 96
10174
hellovelop
limelink-mcp-server Claim 1
MCP server for Limelink dynamic links with deep linking, social previews, and U…
C 66 55 57 100 N/A 32 83 43
10175
netixc
SearXNG MCP Server Claim
Provides privacy-focused web search capabilities through SearXNG metasearch eng…
C 66 55 58 58 40 81 92
10176
theosib
FreeCAD MCP Server Claim
Bridges Claude with a live FreeCAD instance to provide deep access to runtime s…
C 66 54 78 33 N/A 44 77 97
10177
Adyen
adyen-mcp Claim
Typescript library for integrating Adyen APIs via an MCP server
C 66 66 90 70 0 66 82 93
10178
bradleyfay
Automatically provides AI assistants with contextual, version-specific document…
C 66 55 36 65 56 81 97
10179
Calvin-Francis
Memory MCP Claim 1
A Model Context Protocol server that provides AI assistants with persistent sem…
C 66 55 69 43 42 83 90
10180
ashenoy95
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 66 55 66 53 21 81 100
10181
Abdullah-1121
MCP Chat Claim
A command-line interface application that enables interaction with LLMs through…
C 66 54 78 31 N/A 24 95 95
10182
kychee-com
run402 Claim 1
Autonomous infra for Coding Agents paid by X402
C 66 55 72 58 71 80 49
10183
hew
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
C 66 55 39 82 N/A 18 95 90
10184
AvinashBole
Quip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to direc…
C 66 55 63 50 43 71 100
10185
Creo-DRB1008
Logs Cursor AI chat interactions to Notion databases for documentation and know…
C 66 55 78 46 19 81 92
10186
peturgeorgievv-factory
postfast-mcp Claim 1
MCP server for the PostFast API — schedule and manage social media posts via AI…
C 66 54 45 66 N/A 37 81 99
10187
mattijsdp
dbt-docs-mcp Claim 1
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt C…
C 66 54 57 28 N/A 60 92 100
10188
mrmike
Provides on-demand access to AOSP and Jetpack source code to help AI understand…
C 66 54 66 33 N/A 48 92 92
10189
conshus
A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for …
C 66 55 60 62 26 80 97
10190
NAXG
ThreatMCP Claim 1
An MCP server that integrates ThreatBook's threat intelligence API, offering 15…
C 66 55 69 53 36 83 82
10191
d4vydm
sliverc2-mcp Claim
sliverc2-mcp
C 66 54 64 33 N/A 37 95 100
10192
HeshamFS
Provides AI assistants with access to materials science databases, enabling sea…
C 66 55 60 41 47 82 100
10193
mikegc-aws
Creates a simple MCP tool server with "streaming" HTTP.
C 66 54 64 36 N/A 42 95 90
10194
freshlife001
A Model Context Protocol server that allows AI agents to play Texas Holdem poke…
C 66 55 63 70 23 81 84
10195
13rac1
A Model Context Protocol server that enables AI assistants to access and contro…
C 66 54 57 55 N/A 22 94 93
10196
ravikant1918
SharePoint MCP Server Claim 2
MCP server for Microsoft SharePoint — manage folders, documents, and metadata.
C 66 54 55 43 N/A 56 81 100
10197
redhat-community-ai-tools
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
C 66 55 60 43 46 81 99
10198
QuentinCody
CIViC MCP Server Claim
Enables structured queries and data analysis of cancer genomics information by …
C 66 55 84 43 36 80 77
10199
lt012071
Enables secure, read-only access to Firebase Firestore collections and Storage …
C 66 55 76 41 46 82 79
10200
BhanuTJ93
Playwright MCP Server Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
C 66 55 63 83 53 83 40
Showing 10151–10200 of 33641 servers
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