MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3751
adamhancock
BullMQ MCP Server Claim
Enables AI assistants to manage BullMQ Redis-based job queues through natural l…
B 75 55 84 56 54 81 97
3752
gbbirkisson
mcp-oda Claim 1
An MCP server for programmatically interacting with the Oda grocery shopping pl…
B 75 54 57 72 N/A 60 91 98
3753
StevenFengLi
Tavily MCP Server Claim
Enable real-time web search and intelligent data extraction within your AI assi…
B 75 55 84 70 N/A 42 81 90
3754
kdqed
zaturn Claim
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the …
B 75 54 64 65 N/A 54 90 100
3755
thypon
Enables semantic search through markdown documentation in code repositories usi…
B 75 54 90 60 N/A 21 95 94
3756
Aguantar
vibescan-mcp-server Claim 2
MCP server for VibeScan — scan projects for leaked secrets and security issues
B 75 44 57 N/A N/A 47 95 97
3757
DrunkOnJava
A basic example of developing and running serverless Model Context Protocol (MC…
B 75 66 78 75 85 21 81 93
3758
peternagy1332
json-editor-mcp Claim
A Model Context Protocol (MCP) server for editing JSON files with read, write, …
B 75 54 78 53 N/A 50 95 93
3759
noahjohannessen
canvas-mcp Claim
Manage coursework across Canvas and Gradescope: find relevant resources, browse…
B 75 55 76 68 N/A 45 81 97
3760
ronantakizawa
a11ymcp Claim 2
Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2…
B 75 55 85 100 N/A 52 81 41
3761
GongRzhe
APIWeaver Claim
Dynamically converts any REST API into MCP tools by registering web API configu…
B 75 55 88 63 46 74 94
3762
ZASRD
A basic example demonstrating how to develop and run a serverless Model Context…
B 75 66 78 75 85 21 81 94
3763
Augmented-Nature
ChEMBL-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server providing advanced access t…
B 75 55 94 100 N/A 37 81 44
3764
tannerwj
audible-mcp Claim 1
A Model Context Protocol server that enables authenticated access to Audible da…
B 75 55 69 72 51 81 98
3765
drewsungg
Provides Pokemon Showdown competitive battle data to AI assistants, enabling lo…
B 75 55 90 50 51 80 100
3766
ArchimedesCrypto
A Model Context Protocol server for interacting with the Figma API that handles…
B 75 55 77 71 43 81 95
3767
waldzellai
Provides access to 27+ structured problem-solving frameworks and game-theoretic…
B 75 55 90 56 41 81 99
3768
milos-product-maker
Gives AI agents self-awareness about their cognitive state. Monitors token util…
B 75 54 66 61 N/A 56 92 98
3769
mrilikecoding
Clawmarks Claim
Enables LLM agents to create annotated bookmarks and narrative trails to docume…
B 75 54 90 53 N/A 37 95 91
3770
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
3771
mario-andreschak
Automates interactions with SAP GUI using the Model Context Protocol, allowing …
B 75 54 90 58 N/A 45 82 94
3772
davidashman
AnyList MCP Server Claim
Enables AI assistants to interact with AnyList for managing shopping lists, rec…
B 75 54 82 62 N/A 37 92 94
3773
MikahDev
Enables AI-driven interaction with Infor Birst analytics platform, providing 20…
B 75 55 84 60 45 81 100
3774
ngc-shj
SearXNG MCP Server Claim
Enables web search, image search, and news search through a self-hosted SearXNG…
B 75 55 90 60 47 81 91
3775
toro1221
figmad-mcp Claim 1
Enables AI agents to interact with Figma to create, read, and manage designs us…
B 75 55 94 61 27 82 98
3776
hanweg
mcp-tool-builder Claim 1
MCP server that builds itself by creating new tools as needed based on user req…
B 75 54 96 42 N/A 40 95 91
3777
kilkelly
Enables AI agents using the Model Context Protocol (MCP) to send Nano cryptocur…
B 75 55 86 63 52 76 91
3778
ethangillani
Anki MCP Server Claim 1
A Model Context Protocol server that allows LLMs to interact with Anki flashcar…
B 75 54 85 58 N/A 39 90 96
3779
bryanberger
Enables accurate WCAG color contrast checking and accessibility analysis by cal…
B 75 55 86 75 21 81 97
3780
spences10
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This…
B 75 54 72 60 N/A 67 92 82
3781
wbopan
Things MCP Server Claim 2
An MCP server that allows AI assistants like Claude Code, Claude Desktop, and C…
B 75 55 57 100 N/A 72 95 50
3782
getplatform
Enables sending transactional emails through GetMailer from AI assistants. Supp…
B 75 55 90 66 30 81 96
3783
ImRieul
MySQL MCP Server Claim
A lightweight MySQL MCP server that enables LLMs to interact with databases thr…
B 75 55 66 60 74 82 100
3784
shawndrake2
Provides access to Yelp's business database for searching local businesses, ret…
B 75 55 94 100 27 80 53
3785
pdfgeneratorapi
An MCP server that enables interaction with the PDF Generator API for automated…
B 75 55 81 75 48 81 83
3786
RegiByte
Todo List MCP Server Claim 1
A Model Context Protocol (MCP) server that provides tools for managing todo ite…
B 75 55 76 65 48 83 98
3787
pnp
Manage Microsoft 365 using MCP server
B 75 55 57 100 N/A 60 95 58
3788
snoopdave
A minimal Model Context Protocol server in TypeScript that demonstrates MCP-com…
B 75 55 68 68 53 84 100
3789
abhiz123
Todoist MCP Server Claim 2
An MCP server that integrates Claude with Todoist, enabling natural language ta…
B 75 55 79 67 45 80 97
3790
ivanbaha
Enables AI agents to fetch, search, and retrieve markdown content from remote G…
B 75 55 78 72 41 81 95
3791
phuc-nt
mcp-atlassian-server Claim 1
MCP server connecting AI assistants with Jira & Confluence for smart project ma…
B 75 54 79 37 N/A 71 95 96
3792
Hint-Services
MCP Trello Claim
Enables interaction with Trello boards through comprehensive card, list, and bo…
B 75 55 60 73 64 81 100
3793
clcc2019
Xray MCP Server Claim
Enables generation and validation of Xray-core proxy configurations using natur…
B 75 55 84 71 27 81 97
3794
linkwithjoydeep
Kite MCP Server Claim 1
An MCP server for integrating with Zerodha Kite API that provides Claude with t…
B 75 55 75 72 42 82 99
3795
andrewlwn77
Qdrant MCP Server Claim
Provides semantic memory capabilities using Qdrant vector database with configu…
B 75 54 82 57 N/A 37 95 94
3796
hillaryTse
HackerNews MCP Server Claim 1
Enables AI agents and developers to search, retrieve, and analyze HackerNews co…
B 75 55 84 67 35 83 95
3797
vertexcover-io
linkedin-spider Claim
B 75 54 84 37 N/A 84 92 82
3798
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 55 100 66 22 81 90
3799
SeeYangZhi
heroicons-mcp Claim
heroicons-mcp
B 75 55 70 70 54 83 93
3800
Shockedrope
Todoist MCP Server Claim
Enables AI assistants to manage Todoist tasks, projects, labels, sections, and …
B 75 55 86 75 19 81 96
Showing 3751–3800 of 30006 servers
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