MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9701
Merlin21x
A basic TypeScript implementation of the Model Context Protocol (MCP) server de…
C 67 5⁄5 ◉ ⏳ 60 87 N/A 27 95 54
9702
ebadAhmed10
JMeter MCP Server ⚡ Claim
Enables the execution and analysis of JMeter performance tests through MCP-comp…
C 67 5⁄4 ◉ ⏳ 72 51 N/A 24 87 93
9703
urmilabhuva
Odoo MCP Server ⚡ Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC to mana…
C 67 5⁄5 ◉ ⏳ 74 48 — 49 80 82
9704
Miguel0888
Calibre MCP Server ⚡ Claim
Provides AI agents with research capabilities for local Calibre e-book librarie…
C 67 5⁄4 ◉ ⏳ 68 32 N/A 60 95 80
9705
sontallive
This template provides a streamlined foundation for building Model Context Prot…
C 66 5⁄4 ◉ ⏳ 72 31 N/A 42 90 92
9706
dadapera
MCP SOP Server ⚡ Claim
Enables AI agents to search and retrieve Standard Operating Procedures using se…
C 66 5⁄4 ◉ ⏳ 76 33 N/A 21 95 97
9707
BangyiZhang
An MCP server that allows LLMs to create structured Xmind mind maps with hierar…
C 66 5⁄5 ◉ ⏳ 61 82 N/A 64 87 29
9708
Qyusu
An MCP server that provides static validation and documentation lookup for quan…
C 66 5⁄5 ◉ ⏳ 57 58 — 42 80 92
9709
uarlouski
AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor…
C 66 6⁄4 ◉ ⏳ 78 72 0 78 83 93
9710
aaronsb
Jira Cloud ⚡ Claim 1
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…
C 66 5⁄4 ◉ ⏳ 85 20 N/A 55 83 84
9711
fakoli
MCP AI Bridge ⚡ Claim 1
A secure Model Context Protocol server that enables Claude Code to connect with…
C 66 5⁄5 ◉ ⏳ 78 62 — 46 81 54
9712
Willval117
Odoo MCP Server ⚡ Claim 1
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
C 66 5⁄5 ◉ ⏳ 66 72 — 18 80 81
9713
vinsidious
Whodis MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to check domain name…
C 66 5⁄5 ◉ ⏳ 51 63 — 36 82 94
9714
pr0cf5
GhidraMCP ⚡ Claim
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
C 66 5⁄4 ◉ ⏳ 66 33 N/A 40 95 91
9715
liaotaodcx8
mcp-toolkittest ⚡ Claim
mcp-toolkittest
C 66 5⁄5 ◉ ⏳ 48 100 N/A 37 95 40
9716
doomdagadiggiedahdah
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
C 66 5⁄5 ◉ ⏳ 78 82 — 37 81 39
9717
security-use
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
C 66 5⁄5 ◉ ⏳ 84 31 — 29 76 100
9718
Intradyne
ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no c…
C 66 5⁄4 ◉ ⏳ 66 33 N/A 40 90 100
9719
srijanshukla18
xray ⚡ Claim
Progressive code-intelligence MCP server: map project structure, fuzzy-find sym…
C 66 5⁄4 ◉ ⏳ 72 31 N/A 43 90 90
9720
teddylee777
An open-source MCP server that provides applications like Cursor, Windsurf, and…
C 66 5⁄4 ◉ ⏳ 68 31 N/A 46 95 91
9721
Kryzo
A Model-Client-Protocol server that enables users to search the Gallica digital…
C 66 5⁄5 ◉ ⏳ 96 33 — 15 81 92
9722
Abdullah-1121
MCP Chat ⚡ Claim
A command-line interface application that enables interaction with LLMs through…
C 66 5⁄4 ◉ ⏳ 78 31 N/A 24 95 95
9723
shreyaskarnik
Voice MCP ⚡ Claim
Enables bidirectional voice interaction for Claude Code using local speech-to-t…
C 66 5⁄4 ◉ ⏳ 66 27 N/A 46 94 96
9724
AvinashBole
Quip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to direc…
C 66 5⁄5 ◉ ⏳ 63 50 — 43 71 100
9725
hassansaadfr
Log Reader MCP ⚡ Claim 2
An MCP server that provides AI assistants with direct access to application log…
C 66 5⁄4 ◉ ⏳ 33 60 N/A 60 94 91
9726
ayyappachinpandi
MCP Calculator Server ⚡ Claim 1
A minimal Model Context Protocol server that provides basic arithmetic tools an…
C 66 5⁄5 ◉ ⏳ 62 55 — 27 82 100
9727
cyberbalsa
A Model Context Protocol server that enables querying and analyzing Wazuh secur…
C 66 5⁄5 ◉ ⏳ 57 100 — 22 81 53
9728
andrew-stclair
Enables users to perform security testing and penetration testing tasks through…
C 66 5⁄5 ◉ ⏳ 78 40 — 33 81 93
9729
Wajahat-bitsol
Enable seamless integration of Jira issue tracking within your LLM applications…
C 66 5⁄4 ◉ ⏳ 64 48 N/A 28 87 99
9730
fciaf420
A personal MCP server for managing Meteora decentralized liquidity market maker…
C 66 5⁄5 ◉ ⏳ 60 62 — 23 81 97
9731
yasg1988
Dnevnik.ru MCP Server ⚡ Claim 2
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
C 66 5⁄5 ◉ ⏳ 69 62 — 39 80 73
9732 C 66 5⁄4 ◉ ⏳ 54 60 N/A 13 95 98
9733
proxy-intell
Enables searching and analyzing Facebook's public ads library for any brand, in…
C 66 5⁄5 ◉ ⏳ 57 53 N/A 49 82 91
9734
launchthatbrand
mcp-graphql ⚡ Claim 2
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
C 66 5⁄5 ◉ ⏳ 53 58 — 49 81 89
9735
lifestylearb
tokenmonkey Claim
P2P wagering protocol for AI agents on Solana. Coinflip & dice challenges for U…
C 66 5⁄4 ◉ ⏳ 60 66 N/A 25 74 99
9736
Adyen
adyen-mcp ⚡ Claim
Typescript library for integrating Adyen APIs via an MCP server
C 66 6⁄6 ◉ ⏳ 90 70 0 66 82 93
9737
bitbonsai
MCPVault ⚡ Claim
A universal AI bridge for Obsidian vaults using the MCP standard, enabling any …
C 66 5⁄5 ◉ ⏳ 94 0 N/A 54 81 99
9738
numa08
Provides real-time NOAA space weather data (solar flares, Kp index, solar wind)…
C 66 5⁄5 ◉ ⏳ 80 30 — 42 81 93
9739
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
C 66 6⁄4 ◉ ⏳ 82 65 0 80 95 84
9740
keythpiece
Company MCP Server ⚡ Claim
Enables AI to interact with internal company systems through API integration, s…
C 66 5⁄5 ◉ ⏳ 80 100 — 42 81 6
9741
Quaestor-Technologies
Connects AI clients to the Standard Metrics API for automated analysis of ventu…
C 66 5⁄5 ◉ ⏳ 62 40 — 60 81 93
9742
freshlife001
A Model Context Protocol server that allows AI agents to play Texas Holdem poke…
C 66 5⁄5 ◉ ⏳ 63 70 — 23 81 84
9743
netixc
SearXNG MCP Server ⚡ Claim
Provides privacy-focused web search capabilities through SearXNG metasearch eng…
C 66 5⁄5 ◉ ⏳ 58 58 — 40 81 92
9744
designly1
MCP Medium Server ⚡ Claim
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
C 66 5⁄5 ◉ ⏳ 56 82 — 23 81 75
9745
quintonwall
fast-pyairbyte ⚡ Claim
fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connec…
C 66 5⁄4 ◉ ⏳ 78 38 N/A 23 95 83
9746
hamen
Android MCP ⚡ Claim
Enables interaction with Android devices and emulators through ADB, allowing co…
C 66 5⁄5 ◉ ⏳ 66 82 N/A 29 95 42
9747
mrmike
MCP server for exploring AOSP internals and Jetpack libraries
C 66 5⁄4 ◉ ⏳ 66 33 N/A 48 92 92
9748
sakshi1x
Enables generation and visualization of bar and pie charts from structured data…
C 66 5⁄5 ◉ ⏳ 72 52 — 16 81 96
9749
marcosviniweb
Enables dynamic exploration of Angular library components by reading and analyz…
C 66 5⁄4 ◉ ⏳ 54 55 N/A 27 95 94
9750
ralacher
An MCP server that enables connection to Microsoft SQL Server databases, provid…
C 66 5⁄5 ◉ ⏳ 73 33 — 43 81 100
Showing 9701–9750 of 69093 servers
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