MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10601
lambda-tuber
PVV MCP Server Claim
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
C 65 54 62 20 N/A 69 95 84
10602
Hint-Services
Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access…
C 65 66 76 75 0 66 81 99
10603
BACH-AI-Tools
Zoopla MCP Server Claim
Enables access to UK property listings, price estimates, agent information, and…
C 65 55 56 100 45 81 35
10604
francisco-perez-sorrosal
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
C 65 55 72 32 47 80 90
10605
VikashS
Enables AI assistants to save, retrieve, and manage research content using Chro…
C 65 55 60 32 63 81 95
10606
zenrows
ZenRows MCP Claim
Scrape any webpage and return clean, LLM-ready content using the ZenRows API. …
C 65 55 80 10 62 81 94
10607
emeryray2002
Provides comprehensive security analysis tools for querying the VirusTotal API,…
C 65 55 60 47 37 82 96
10608
iamport-intl
Enables searching and reading of PortOne documentation, including OpenAPI schem…
C 65 55 54 60 28 82 96
10609
captainChaozi
Search Intent MCP Claim
An MCP-based service that analyzes user search keywords to determine their inte…
C 65 55 48 72 25 80 96
10610
albertlab0
ghidraMCP Claim
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
C 65 54 66 31 N/A 46 90 92
10611
yonaka15
Enables parsing, downloading, and converting HLS (m3u8) streaming media through…
C 65 55 72 43 25 81 98
10612
bugffet
mcpbin Claim
A testing server for MCP client implementations that provides tools for echoing…
C 65 55 72 37 27 81 100
10613
zeph-gh
A comprehensive Model Context Protocol server that processes Microsoft Word doc…
C 65 54 54 56 N/A 25 87 100
10614
ollimenzel
An MCP server that fetches jokes from multiple sources (Chuck Norris, Dad jokes…
C 65 55 45 55 47 81 100
10615
ycyun
Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabli…
C 65 55 78 82 36 81 30
10616
mhoshdev
Prompt Store MCP Claim
A local-only MCP server that uses SQLite to store, search, and manage a persona…
C 65 55 60 82 N/A 48 95 29
10617
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 55 60 61 26 81 90
10618
maybeswapnil
A production-ready Model Context Protocol server that integrates with ServiceNo…
C 65 55 76 41 29 80 91
10619
mogharsallah
texterify-mcp Claim 1
An MCP server that provides LLM agents with full access to the Texterify transl…
C 65 55 51 43 68 81 92
10620
JuanSebastianGB
NPM Context Agent MCP Claim 1
Provides comprehensive contextual information about npm packages including READ…
C 65 55 66 82 46 81 40
10621
adhikasp
mcp-git-ingest Claim 1
Read and analyze GitHub repositories with your LLM
C 65 54 60 30 N/A 42 92 100
10622
roomi-fields
RTFM Claim 1
The open retrieval layer for AI agents. Index your entire project — code, docs,…
C 65 54 72 0 72 91 96
10623
pinzonjulian
Turbo Docs MCP Server Claim 2
An MCP server that provides access to up-to-date Turbo JS documentation through…
C 65 55 45 87 N/A 21 95 65
10624
tim-akkio
A general-purpose MCP server that provides utility tools for echo, date/time, a…
C 65 55 72 38 24 82 100
10625
evenli01
Provides tools for common file processing operations including reading files, l…
C 65 55 54 58 26 81 100
10626
mudit14224
Enables users to preprocess, analyze, and visualize CSV data through comprehens…
C 65 54 72 33 N/A 21 95 97
10627
EricGrill
Provides access to 7 free government and open data APIs including NOAA weather,…
C 65 55 80 40 32 82 84
10628
derekalia
fal Claim 1
MCP server for interacting with fal.ai models and services. Uses the latest str…
C 65 55 63 43 41 81 94
10629
kylastech
Kylas CRM MCP Server Claim 1
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
C 65 54 53 43 64 83 90
10630
microsoft
clarity-mcp-server Claim 1
A Model Context Protocol (MCP) server for Microsoft Clarity
C 65 55 51 60 N/A 50 81 82
10631
BACH-AI-Tools
Provides access to the Invoices Generator API to create professional, customiza…
C 65 55 56 100 45 80 35
10632
uddin-rajaul
Analyzes SQL queries for performance issues, provides optimization suggestions …
C 65 55 76 30 40 84 90
10633
lars-hagen
MCP Playwright CDP Claim 2
Enables LLMs to perform browser automation through the Playwright framework wit…
C 65 55 78 82 35 71 46
10634
berlinbra
A Model Context Protocol server for reading and analyzing binary files, with in…
C 65 54 75 41 N/A 16 95 87
10635
pwh-pwh
cal-mcp Claim 1
An MCP server for Mathematical expression calculation
C 65 54 51 47 N/A 41 90 95
10636
Harsh-1807
Unified personal assistant MCP server that connects local files, GitHub reposit…
C 65 54 72 37 N/A 21 95 92
10637
chenningling
A tool that enables creating and querying Apple Reminders through natural langu…
C 65 54 78 33 N/A 39 95 71
10638
dongri
LGTM MCP Server Claim
Enables fetching random LGTM (Looks Good To Me) images from the LGTM API for us…
C 65 55 78 87 25 81 35
10639
nxGnosis
Provides tools to fetch up-to-date visa and immigration information for various…
C 65 55 60 100 28 81 39
10640
ZephyrDeng
This is a Model Context Protocol (MCP) server implemented in Go, providing a to…
C 65 55 76 58 73 81 34
10641
tigrisdata
Tigris MCP Server Claim
Tigris MCP Server
C 65 66 88 52 0 71 86 100
10642
jackgic
Converts Markdown text to Word documents via HTTP API, providing temporary down…
C 65 55 78 58 19 81 77
10643 C 65 54 66 28 N/A 30 95 100
10644
VibeJaro
A starter template for deploying Model Context Protocol (MCP) servers on Vercel…
C 65 66 86 73 0 48 83 99
10645
ysydhc
TeamMemory Claim
Team experience database - let AI accumulate, retrieve and apply team knowledge…
C 65 54 66 41 N/A 52 81 84
10646
frotaadriano
Enables nutritional analysis of food descriptions by integrating with OpenAI's …
C 65 64 84 71 0 41 95 93
10647
kukapay
Providing cryptocurrency project data from Mobula.io to AI agents.
C 65 55 72 30 39 82 98
10648
monteslu
vibe-eyes Claim
description: "An MCP server that enables LLMs to 'see' what's happening in br…
C 65 55 72 70 N/A 54 90 31
10649
Xsaven
Vector Memory MCP Claim 1
A secure vector-based memory server that provides persistent semantic memory fo…
C 65 54 60 36 N/A 48 90 90
10650
trtd56
A Human-in-the-Loop MCP server that enables AI assistants to request informatio…
C 65 55 78 36 31 81 90
Showing 10601–10650 of 57580 servers
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