MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4551
femto
Chrome MCP Server Claim
Enables AI assistants to control and automate your Chrome browser directly, lev…
B 74 54 78 41 N/A 71 95 89
4552
r-huijts
xcode-mcp-server Claim
Xcode integration for project management, file operations, and build automation
B 74 54 68 61 N/A 60 90 93
4553
bighippoman
memoir Claim 1
Structured session journals for AI agents. Persistent memory across sessions.
B 74 55 66 100 N/A 53 95 48
4554
oculairmedia
An MCP server implementation that enables interaction with the Letta API for ma…
B 74 55 79 63 78 81 70
4555
theSharque
javaperf Claim
MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). …
B 74 54 74 61 N/A 39 89 98
4556
Mahii1972
PPX-MCP Claim 1
An unofficial MCP server for Perplexity AI that leverages Pro subscriptions and…
B 74 55 78 100 N/A 38 88 50
4557
yhyyz
Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or loc…
B 74 55 80 60 52 80 96
4558
irskep
persistproc Claim
MCP server + command line tool that allows agents to see & control long-running…
B 74 54 88 38 N/A 66 92 87
4559
qpd-v
MCP Word Counter Claim 2
A Model Context Protocol server that provides tools for analyzing text document…
B 74 55 75 100 N/A 37 95 45
4560
247arjun
Grep MCP Server Claim 1
Provides powerful text search capabilities using the grep command-line utility,…
B 74 55 68 100 N/A 56 95 44
4561
guocong-bincai
YAPI MCP PRO Claim
Enables direct interaction with YApi API management platforms from AI editors l…
B 74 54 66 68 N/A 51 89 92
4562
wilson-romero
Integrates with Google Tasks to enable searching, listing, creating, and managi…
B 74 55 78 66 44 80 98
4563
sinco-lab
Retrieve transcripts and subtitles from YouTube videos effortlessly. Analyze co…
B 74 55 45 100 N/A 49 81 91
4564
hyun-hyang
playwright-mcp Claim 2
B 74 55 62 100 N/A 52 95 54
4565
jbccc
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
B 74 55 78 76 26 81 95
4566
allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server…
B 74 54 80 40 N/A 68 92 91
4567
michelebergo
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
B 74 54 84 60 N/A 27 90 96
4568
Ayaanisthebest
Enables AI assistants to interact with native Apple applications including Mess…
B 74 54 96 37 N/A 42 95 91
4569
savethepolarbears
Enables AI assistants to search, browse, and retrieve metadata and images from …
B 74 55 96 46 39 82 99
4570
NimbleBrainInc
MCP Finnhub Server Claim
Provides comprehensive financial market data and news through the Finnhub API. …
B 74 55 84 43 69 83 94
4571
roampal-ai
roampal-core Claim 2
Outcome-based persistent memory for AI coding tools. Memories that help get pro…
B 74 54 90 28 N/A 69 95 88
4572
swapnilsurdi
A comprehensive personal productivity server that manages projects, todos, cale…
B 74 55 92 82 68 76 43
4573
Augmented-Nature
Reactome MCP Server Claim 1
Model Context Protocol server for accessing Reactome pathway and systems biolog…
B 74 55 88 61 34 82 94
4574
PancrePal-xiaoyibao
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
B 74 55 94 55 47 81 83
4575
kazuph
Enables interaction with Google Chrome tabs through the MCP protocol, allowing …
B 74 54 66 61 N/A 45 95 97
4576
Hint-Services
Connects AI assistants to your Limitless AI lifelog data, enabling them to sear…
B 74 55 60 72 66 81 92
4577
JoeBuildsStuff
Jina AI MCP Server Claim
Provides access to Jina AI's web services including webpage content extraction,…
B 74 55 72 72 46 81 93
4578
mnott
Devon Claim 2
An MCP server that provides 33 tools for full DEVONthink integration, enabling …
B 74 54 69 62 N/A 48 92 93
4579
sunu-py-jp
Qiita MCP Server Claim
A comprehensive MCP server that enables AI to interact with all 68 functions of…
B 74 55 60 72 56 82 100
4580
hiveflowai
Connects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automati…
B 74 55 78 68 45 76 95
4581
dmytro-ustynov
Generates professional PowerPoint presentations from Markdown with support for …
B 74 54 88 52 N/A 25 95 96
4582
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 44 62 N/A N/A 52 83 97
4583
allkindsxyz
Railway MCP Server Claim
Enables AI systems like Claude and Cursor to directly manage Railway projects, …
B 74 55 72 68 47 80 100
4584
Kynlos
Connects Obsidian vaults to AI assistants with 121 tools for automated note cre…
B 74 55 86 82 N/A 49 95 43
4585
code-atlantic
Resurgo-MCP Claim
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
B 74 54 60 70 N/A 46 95 94
4586
WAI-Soft
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
B 74 54 72 68 37 89 98
4587
tatn
This MCP server provides unified diffs of two text inputs using Python's standa…
B 74 54 78 55 N/A 39 94 95
4588
pablof7z
MCP Money Claim 1
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
B 74 55 75 100 20 81 77
4589
LeeMangold
Enables AI models to interact with Freshservice IT service management platform,…
B 74 55 72 71 48 81 95
4590
Augmented-Nature
STRING-db MCP Server Claim 2
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
B 74 55 94 100 31 81 42
4591
8bitgentleman
Model Context Protocol server for ActivityWatch time tracking data
B 74 54 84 58 N/A 48 89 85
4592
timescale
Emulates Claude Skills with any LLM via MCP, enabling agents to use modular ski…
B 74 54 72 67 68 83 78
4593
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 74 55 94 60 31 83 91
4594
AsafShai
Provides access to Fantasy NBA Israel League statistics including team rankings…
B 74 55 72 82 30 81 92
4595
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 55 60 72 67 82 94
4596
paulieb14
graph-polymarket-mcp Claim 1
MCP server for querying Polymarket prediction market data via The Graph subgrap…
B 74 54 67 52 N/A 69 87 99
4597
entanglr
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
B 74 55 66 82 58 81 82
4598
viktorkelemen
A composition-focused server built on music21 for generative music workflows, e…
B 74 55 92 70 25 81 88
4599
ampcome-mcps
Chargebee MCP Server Claim 1
A server that integrates with AI-powered code editors to provide immediate answ…
B 74 55 54 100 N/A 26 95 85
4600
nickjlamb
PubCrawl Claim
PubCrawl provides LLMs with access to PubMed, FDA/UK drug labeling, and Clinica…
B 74 55 76 100 54 83 47
Showing 4551–4600 of 66415 servers
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