MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8501
8nite
A cross-platform integration server that enables interaction with the MetaTrade…
C 69 5⁄5 ◉ ⏳ 84 56 — 23 71 99
8502
nordeim
Provides AI agents like Claude with secure, controlled access to network securi…
C 69 5⁄5 ◉ ⏳ 72 67 — 24 80 91
8503
progress-all
ACOMO MCP Server ⚡ Claim 1
Enables interaction with ACOMO API through MCP tools and resources. Provides co…
C 69 5⁄5 ◉ ⏳ 72 82 — 51 80 49
8504
robobobby
Provides access to Norway's official business registry for searching companies,…
C 69 5⁄5 ◉ ⏳ 66 60 — 35 83 94
8505
caretdev
Execute SQL Query on InterSystems IRIS Do some monitoring and manipulations wit…
C 69 5⁄5 ◉ ⏳ 80 51 — 54 80 77
8506
twardoch
Captures comprehensive webpage screenshots with intelligent scrolling, text ext…
C 69 5⁄4 ◉ ⏳ 54 60 N/A 50 95 88
8507
brianprost
Provides access to the endoflife.date API to query support and end-of-life info…
C 69 5⁄5 ◉ ⏳ 78 58 — 18 81 95
8508
ConstantineB6
comfy-pilot ⚡ Claim 1
MCP server for ComfyUI that lets AI agents view, edit, and run node-based image…
C 69 5⁄4 ◉ ⏳ 75 31 N/A 68 90 82
8509
FromSmall2Big
Enables AI assistants to interact with Apollo.io API for sales and marketing ac…
C 69 5⁄5 ◉ ⏳ 66 66 — 40 81 84
8510
FYZAFH
mcp-codex-dev ⚡ Claim 1
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
C 69 5⁄4 ◉ ⏳ 57 63 N/A 41 92 88
8511
zhouke2020
Windows-MCP ⚡ Claim
Enables AI agents to interact with Windows operating systems by providing tools…
C 69 5⁄4 ◉ ⏳ 54 52 N/A 46 95 97
8512
fryjustinc
SSH MCP Server ⚡ Claim 1
Provides LLM clients with safe, persistent SSH access to remote machines throug…
C 69 5⁄5 ◉ ⏳ 70 82 N/A 59 89 39
8513
HGraphPunks
A production-ready Node.js server that enables decentralized communication betw…
C 69 5⁄5 ◉ ⏳ 72 70 — 23 76 94
8514
saksham0712
Provides a complete end-to-end MCP server implementation with file system tools…
C 69 5⁄5 ◉ ⏳ 72 56 — 31 81 98
8515
JustTryAI
A server that implements the Model Completion Protocol (MCP) to allow LLMs to i…
C 69 5⁄5 ◉ ⏳ 84 40 — 31 80 100
8516
NandiniLReddy
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
C 69 5⁄5 ◉ ⏳ 51 68 — 43 81 99
8517
ssonthal
A Model Context Protocol server that integrates with Zerodha APIs for automated…
C 69 5⁄5 ◉ ⏳ 63 66 — 26 81 100
8518
Shameerpc5029
Notion MCP Server ⚡ Claim
Enables AI assistants to search, create, and manage Notion workspace content in…
C 69 5⁄5 ◉ ⏳ 72 68 — 21 80 91
8519
maratsal
Enables querying and analyzing Falco security events from Falcosidekick UI thro…
C 69 5⁄5 ◉ ⏳ 72 71 — 19 80 88
8520
daikw
Notes MCP Server ⚡ Claim 1
A simple note storage system that lets users create and summarize notes with va…
C 69 5⁄4 ◉ ⏳ 78 52 N/A 17 90 97
8521
maxyychen
MCP Sendmail Server ⚡ Claim 1
Enables sending emails via SMTP with support for HTML content, attachments, bul…
C 69 5⁄5 ◉ ⏳ 92 40 — 21 80 99
8522
oculairmedia
Ghost MCP Server ⚡ Claim 1
A Model Context Protocol server that enables management of Ghost blog content (…
C 69 5⁄5 ◉ ⏳ 63 68 — 33 77 99
8523
himly0302
Web Analysis MCP ⚡ Claim 1
Enables intelligent web searching using SearXNG with content crawling via Creep…
C 69 5⁄5 ◉ ⏳ 72 71 — 37 76 80
8524
jsukup
Medium MCP Server ⚡ Claim 1
A protocol server that enables programmatic interaction with Medium's content e…
C 69 5⁄5 ◉ ⏳ 68 68 — 25 82 94
8525
GongRzhe
JSON MCP Server ⚡ Claim 4
A Model Context Protocol server implementation that enables LLMs to query and m…
C 69 5⁄5 ◉ ⏳ 77 100 — 42 69 42
8526
u9401066
MedVision MCP ⚡ Claim 1
Provides AI-powered medical image analysis tools for LLM agents, enabling tasks…
C 69 5⁄4 ◉ ⏳ 72 45 N/A 42 90 90
8527
matbanik
Desktop text workbench + MCP server: 22+ text processing tools for AI assistants
C 68 5⁄4 ◉ ⏳ 60 41 N/A 70 90 85
8528
cerebralvalley
Enables discovery and submission of AI community events, hackathons, and meetup…
C 68 5⁄5 ◉ ⏳ 66 60 — 29 81 94
8529
rulego
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
C 68 5⁄4 ◉ ⏳ 78 37 N/A 36 90 90
8530
mharnett
Bing Ads MCP Server ⚡ Claim 3
Production-grade MCP server for Microsoft Advertising (Bing Ads) API. Enables C…
C 68 5⁄4 ◉ ⏳ 63 63 — 50 63 99
8531
Nicolasvegam
Boma MCP Claim 1
An MCP server designed to manage meeting room reservations on the Boma platform…
C 68 5⁄5 ◉ ⏳ 63 60 — 35 76 100
8532
jlucaso1
Provides secure execution of arbitrary JavaScript code within a sandboxed Quick…
C 68 5⁄4 ◉ ⏳ 60 61 N/A 27 90 97
8533
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 5⁄5 ◉ ⏳ 66 63 — 21 81 99
8534
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 5⁄5 ◉ ⏳ 66 100 N/A 30 95 33
8535
CaChiJ
kakao navigation mcp server using kakao mobility & kakao map api
C 68 5⁄5 ◉ ⏳ 62 68 — 52 76 77
8536
stv-io
A containerized Model Context Protocol server that enables using natural langua…
C 68 5⁄4 ◉ ⏳ 78 36 N/A 39 89 93
8537
Raydius
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
C 68 5⁄5 ◉ ⏳ 60 45 — 62 81 94
8538
Vanshika-Rana
Provides AI assistants with access to Payman's documentation, helping developer…
C 68 5⁄5 ◉ ⏳ 66 100 N/A 16 95 44
8539
hypersniper05
Enables web content retrieval and semantic search capabilities through the Jina…
C 68 5⁄5 ◉ ⏳ 76 41 — 34 81 100
8540
shawnnygoh
ArXiv Scout ⚡ Claim
Search and retrieve academic papers directly from arXiv with advanced query cap…
C 68 5⁄5 ◉ ⏳ 72 41 — 48 83 93
8541
ALGeek01
Java Testing Agent ⚡ Claim
Automates Java Maven testing workflows with decision table-based test generatio…
C 68 5⁄4 ◉ ⏳ 84 31 N/A 21 95 96
8542
josemiteba
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
C 68 5⁄5 ◉ ⏳ 72 62 — 21 81 94
8543
mybolide
mcp-probe-kit ⚡ Claim
AI-Powered Development Toolkit with 21 tools for code quality, project manageme…
C 68 5⁄5 ◉ ⏳ 90 51 N/A 85 82 31
8544
njbrake
Provides comprehensive filesystem operations (read, write, list, create, delete…
C 68 5⁄5 ◉ ⏳ 72 41 — 48 81 99
8545
gxjansen
Transistor ⚡ Claim
Interact with the Transistor.fm API to manage podcasts and episodes.
C 68 6⁄4 ◉ ⏳ 90 73 0 47 95 99
8546
bughide010
Enables Claude to remember information about users across chats using a persist…
C 68 5⁄5 ◉ ⏳ 78 50 — 29 81 93
8547
PashaBoiko
Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…
C 68 5⁄5 ◉ ⏳ 78 82 N/A 29 92 44
8548
Scottcjn
iota-agent-mcp Claim 2
An MCP server that enables AI agents to interact with the IOTA blockchain, supp…
C 68 5⁄4 ◉ ⏳ 57 62 — 32 87 97
8549
pHequals7
A Model Context Protocol server that wraps the Tracxn REST API, providing a sta…
C 68 5⁄5 ◉ ⏳ 77 100 — 22 81 37
8550
Xuanwo
mcp-server-opendal ⚡ Claim 1
Access any storage with Apache OpenDAL™
C 68 5⁄5 ◉ ⏳ 68 33 — 64 80 100
Showing 8501–8550 of 69070 servers
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