MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29629
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48151
denisglazkov
A local MCP server for administering Atlassian Cloud Assets and Jira, providing…
N/A N/A
48152
robot-resources
Token compression for web content — 70-80% reduction from HTML to clean markdown
N/A N/A 95
48153
LXVault
mcp-rag Claim
Enables per-project, traceable access to a RAG knowledge base, with tools for s…
N/A N/A
48154 N/A N/A 95
48155
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
48156
CoinRithm
Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a us…
48157
mcp-utils Claim 1
Data processing tools: CSV, cleaning, stats, image, report, save, shell
N/A N/A 81
48158
anthony-chaudhary
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
N/A N/A
48159
magiclane
Enables AI agents to become geospatially intelligent assistants with tools for …
48160
blackducksoftware
AI-powered security scanning using Black Duck Signal for vulnerability detectio…
N/A N/A
48161
sksachan
Provides dealership intelligence by integrating CRM, DMS, CDP, and analytics da…
N/A N/A
48162
brendan-ch
Enables interaction with Canvas LMS courses and assignments directly from your …
81
48163
GabrielBBaldez
notify-hub Claim
Unified notification MCP server with 36 tools to send messages across 23 channe…
81
48164
MCP-Mirror
Enables AI assistants to interact with Testomat.io test management platform, al…
81
48165
foundrole
MCP server for AI job search — find jobs, track applications, get alerts. Claud…
48166
BlueprintLabIO
tidebase Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
N/A N/A
48167
aixsignal
Hello Claim
Generate friendly, personalized greetings instantly. Validate your setup quickl…
N/A N/A 95
48168
umbaman
Generates AnyLogic simulation models from natural-language prompts in Claude Co…
N/A N/A
48169
Vladisluv12
marimo-mcp Claim
Auto-discovers running marimo notebooks and exposes tools for reading, editing,…
N/A N/A
48170
yusaaztrk
Provides tools to get random zoo animals, search by name, and filter by type, r…
81
48171
thanhtn2902
A comprehensive educational server demonstrating Model Context Protocol capabil…
81
48172
REMnux
Enables AI assistants to search and retrieve information from the REMnux malwar…
81
48173
3DStreet
3dstreet Claim
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP too…
N/A N/A
48174
isabellaliebgott
mcp-esim Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
48175
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
N/A N/A 81
48176
softvoyagers
pagedrop-api Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
95
48177
moaaz01
Query, explore, and manage SQLite databases through the Model Context Protocol.…
48178
Tool Filter MCP Claim 1
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
N/A N/A 81
48179
abl030
An MCP server that gives AI agents full control over pfSense firewalls via the …
48180
EricSpencer00
instxnt Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
83
48181
voho
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
N/A N/A
48182
xiaobenyang-com
date Claim
Manage dates and times effortlessly. Retrieve the current date and time, find t…
N/A N/A 95
48183
WilliamAvHolmberg
Enables managing KanbanFlow boards, tasks, and workflows directly from Cursor/C…
48184
SolvoHQ
Through-the-upgrade dependency-migration briefs for LLM coding agents.
N/A N/A
48185
morrain
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
81
48186
betterhyq
A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and…
N/A N/A 95
48187
statikfintechllc
A lightweight HTTP module that enables scraping visible text from any publicly …
N/A N/A 95
48188
Nvoip
Secure Nvoip MCP server for reports, call analytics, service quality, and busin…
48189
LeszczynskiKarol
Give Claude direct access to your AWS account, SSH into your servers, run shell…
48190
simonsysun
SeekLink Claim
Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exp…
N/A N/A
48191
heroku
An MCP server for securely executing Python code, supporting STDIO, Streamable …
48192
palolxx
An MCP server implementation that allows using Google's Gemini AI models (speci…
81
48193
epilande
An MCP server that provides real-time information access using Google Gemini's …
48194
cdrn
sigil Claim
Local keystore + MCP server. Claude can sign EVM transactions but never sees th…
N/A N/A
48195
MananSingh2001
Converts Figma designs into production-ready React components with design token…
48196
Mastan1301
Enables querying Google Maps and Places APIs for local businesses and tourist a…
48197
Synlake-ai
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
48198
dennisdevulder
ltm Claim
Portable memory protocol for AI coding sessions. Push the state of a session (g…
N/A N/A 95
48199
hellovarun91
Brainstorm MCP Claim 1
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
81
48200
vdineshk
Behavioral trust scoring for MCP servers and AI agents. Live registry tracking …
Showing 48151–48200 of 48680 servers
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