MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48601
stijnv18
Provides secure, API-key authenticated access to on-premise MSSQL databases, en…
N/A N/A
48602
CROCODILE-CESM
MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. …
N/A N/A
48603
pipeworx-io
Provides curated entertainment and culture feeds with tools to list, read, and …
48604
anteew
RanchHand Claim
Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools…
81
48605
DelinSirkov
Offload MCP Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
48606
wyre-technology
liongard-mcp Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
48607
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
48608
iamgoatedaf
lighter-mcp Claim
A portable MCP server that exposes Lighter trading to any MCP-capable agent wit…
48609
HumanGuardrail
HuGR Tools Claim
A monorepo of MCP toolkits for Cloudflare Workers, providing over 630 tools acr…
48610
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
48611
xarielah
Enables Claude to analyze a player's public FACEIT CS2 data, diagnose strengths…
48612
HoganDong486
Enables AI agents to browse the web, interact with pages, fill forms, and extra…
N/A N/A
48613
cloudflare
DNS analytics and optimization. Debug DNS issues and optimize performance based…
81
48614
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
81
48615
yugandhar-maram
agrasandhany Claim
Turns local plain-text notes into searchable long-term memory for AI agents thr…
N/A N/A
48616
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
N/A N/A 95
48617
3xpr1ment
repiscope Claim
Read-only MCP server: your agent sees all your sibling repos but structurally c…
N/A N/A
48618
almir.kvakic
test Claim
N/A N/A 95
48619
heinrich321
An MCP server that enables querying Easy Equities and Satrix investment account…
N/A N/A
48620
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
N/A N/A 95
48621
JrJuni
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
N/A N/A
48622
Bigred97
asic-mcp Claim
Query ASIC registers in plain English — advisers, licensees, banned persons, li…
N/A N/A
48623
calclavia
braintrust Claim
N/A N/A 95
48624
kennypeh85
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
N/A N/A
48625
axel-belfort
In-memory vector search API for AI agents. Store documents and query by semanti…
N/A N/A 95
48626
mbeps
Enables LLMs to work with Excel and CSV files through structured tools for work…
48627
spenserhale
MCP server for AI assistants to interact with Atlassian Jira and Confluence Clo…
48628
sangeethdba
Enables monitoring and management of Apache Cassandra and DataStax Enterprise c…
48629
Firou91
dyslex.ia Claim
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
N/A N/A
48630
tiroshanm
A Model Context Protocol (MCP) server implementation that provides Facebook Pag…
48631
tubone24
Enables Claude to authenticate with GitHub OAuth and access tools for user info…
N/A N/A
48632
MichaelTendoSsemwanga
Provides dev-server lifecycle management and Chrome browser automation tools (1…
N/A N/A
48633
Misfits-Rebels-Outcasts
chord-synth Claim
Generates chord progression WAV files with 28 presets, 22 arpeggio patterns, 7 …
N/A N/A
48634
aitesthaj
Enables AI models to securely control remote Linux servers via SSH for command …
81
48635
sky-in-code
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
N/A N/A
48636
ehartye
A Model Context Protocol server that enables coding agents to search for and re…
N/A N/A
48637
Doorman11991
Model-agnostic code memory MCP server using budget-aware graph retrieval for AI…
N/A N/A
48638
MarketLens-AI-Platform
Enables product enrichment with sentiment analysis, category mapping, and attri…
48639
nifetency
A dynamic MCP server that automatically discovers and generates tools from any …
48640
monthop-gmail
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
N/A N/A
48641
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
N/A N/A 95
48642
wang-junjian
Enables listing datasets, creating chat assistants, and chatting with them via …
48643
rasinmuhammed
misata-mcp Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
N/A N/A
48644
FjolleI
geo-mcp Claim
A geospatial MCP server providing weather, geocoding, timezone, and nearby plac…
48645
floradistro
Enables AI models to interact with WordPress sites through standardized MCP int…
81
48646
TadMSTR
vikunja-mcp Claim
A stateless FastMCP server that exposes the Vikunja REST API as MCP tools for m…
48647
darkspotted-olivercromwell160
Builds SCORM 2004 compliant e-learning courses locally with automated packaging…
N/A N/A 95
48648
rafamarques82
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
N/A N/A
48649
codeafix
Provides read/write file tools with lint validation to prevent agents from writ…
N/A N/A
48650
dilshankavishka
MCP-Server Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
Showing 48601–48650 of 66518 servers
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