MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29905
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
◐ Assessed Scores
20151
mshegolev
CP server for Harbor Registry — projects, repositories, artifacts, storage repo…
B 77 33 84 59 83
20152
josephtandle
Query Analytics Claim 1
Builds valid Google Analytics 4 API requests from plain parameters with automat…
B 77 33 92 N/A N/A 30 95
20153
ailenshen
apple-notes-mcp Claim
Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …
B 77 33 66 N/A N/A 71 95
20154
YogiAdhik
civicrm-mcp Claim 2
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, w…
B 77 33 84 N/A N/A 67 75
20155
piyushgIITian
Enables interaction with GitHub repositories through the GitHub API, allowing f…
B 77 44 94 71 49 81
20156
gswardman
giveready Claim
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
B 77 33 78 N/A N/A 52 95
20157
06ketan
medium-ops Claim 2
Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys.
B 77 33 72 N/A N/A 76 83
20158
apolocine
mosta-net Claim
1 MCP server, 13 databases, zero config. Multi-protocol transport with Auth + R…
B 77 33 84 N/A N/A 40 95
20159
Prismer-AI
MCP server exposing Signet cryptographic signing, verification, and content has…
B 77 33 60 N/A N/A 83 95
20160
seongwon030
velog_mcp Claim
Enables Claude to directly create and publish posts on Velog through reverse-en…
B 77 33 72 N/A N/A 62 95
20161
jordanrendric
Give Claude the ability to watch and understand videos — Claude Code plugin wit…
B 77 33 72 N/A N/A 63 95
20162
contentful
Contentful Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
B 77 44 82 68 75 81
20163
jeremyeder
Enables delegation of agentic sessions to Kubernetes-hosted Claude agents runni…
B 77 44 94 73 50 80
20164
kambleakash0
ast-editor Claim
A robust, language-agnostic Model Context Protocol (MCP) server that provides A…
B 77 33 72 N/A N/A 62 95
20165
mvtandas
wp-cli-mcp Claim
Full WordPress management via WP-CLI with 30+ tools for themes, plugins, posts,…
B 77 33 76 N/A N/A 53 95
20166
ckalima
pipedrive-mcp-server Claim 1
MCP server for [Pipedrive CRM](https://www.pipedrive.com). 155 tools covering d…
B 77 44 96 71 50 80
20167
grip-foundation
Grip MCP Claim 1
Provides a non-custodial USDC wallet on Base for AI agents, with human-in-the-l…
B 77 33 78 N/A N/A 52 95
20168
Bahamas1717
aibvf-mcp Claim
AI BVF: score AI portfolios Stop/Fix/Accelerate with decision confidence and pa…
B 77 33 84 N/A N/A 40 95
20169
rust-mcp-stack
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
B 77 43 54 75 N/A 85 100
20170
StevenStavrakis
obsidian-mcp Claim
Enables AI assistants to interact with Obsidian vaults, providing tools for rea…
B 77 43 86 67 N/A 51 95
20171
jasonwilbur
oci-pricing-mcp Claim 1
Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, a…
B 77 43 90 47 73 94
20172
daedalus
mcp-gdbserver Claim 1
MCP server for remote debugging with gdbserver
B 77 33 67 N/A N/A 71 95
20173
abdullah1854
MCP Gateway Claim
A universal gateway that aggregates multiple MCP servers into a single interfac…
B 76 44 96 60 59 81
20174
wallneradam
Restarts Claude Desktop with a debug port and injects JavaScript to enable gran…
B 76 33 72 N/A N/A 57 95
20175
shade-solutions
Calendar MCP Claim
Production-grade Model Context Protocol server for Google Calendar with compreh…
B 76 43 96 67 N/A 31 95
20176
spences10
mcp-memory-libsql Claim
🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…
B 76 43 70 62 N/A 77 95
20177
daedalus
mcp-pyright Claim
MCP server that exposes Pyright language server functionality
B 76 33 66 N/A N/A 67 95
20178
daedalus
mcp-sigrok Claim
MCP server that exposes all functionality of sigrok-cli as MCP tools, enabling …
B 76 33 64 N/A N/A 70 95
20179
Keshavsharma-code
DeepSleep-beta Claim 1
Local-first AI memory for developers. Watches your files, dreams while you code…
B 76 33 60 N/A N/A 79 95
20180
sapiom
mcp Claim
Sapiom MCP server — authentication, verification, and API tools
B 76 43 80 63 N/A 61 95
20181
mshegolev
jaeger-mcp Claim 1
B 76 33 88 59 75
20182
elevateinformatics
Enables AI assistants to interact with Odoo ERP systems through natural languag…
B 76 44 90 48 83 82
20183
codeislaw101
Discover and connect your agents with other agents via A2A protocol. Share res…
B 76 33 66 N/A N/A 69 95
20184
baruchiro
paperless-mcp Claim
paperless-mcp
B 76 44 84 68 68 80
20185
FlayedOne
plesk-mcp Claim
Manage your Plesk hosting server using AI assistants.
B 76 33 88 N/A N/A 58 75
20186
bnb-chain
bnbchain-mcp Claim
bnbchain-mcp
B 76 44 72 76 81 76
20187
LofiFren
picocalc-mcp Claim
AI assistant access to PicoCalc MicroPython hardware over USB.
B 76 33 92 N/A N/A 26 95
20188
onllm-dev
onUI Claim
Annotate elements, draw regions, and ship cleaner UI faster.
B 76 33 60 N/A N/A 79 95
20189
killme2008
devtap Claim
Bridge build/dev process output to AI coding sessions via MCP — supports Claude…
B 76 43 90 43 N/A 71 95
20190
standardbeagle
agnt Claim
Bridges AI coding agents with the browser to provide visual debugging, real-tim…
B 76 43 94 38 N/A 80 87
20191
Samik081
Manage Authentik through AI assistants
B 76 43 84 66 N/A 76 77
20192
GabiUp2
TaskChampion MCP Claim 1
MCP server for Taskwarrior 3.x, TaskChampion, and Timewarrior task management.
B 76 33 59 N/A N/A 80 95
20193
kerodkibatu
email-mcp Claim 1
MCP server for email + calendar via classic Outlook on Windows (COM automation)…
B 76 33 75 N/A N/A 53 95
20194
bicatu
Enables users to manage medical appointments by searching for doctors, checking…
B 76 33 86 N/A N/A 35 95
20195
neverprepared
mcp-utm Claim
Manages UTM virtual machines on macOS via AppleScript, enabling cloning, config…
B 76 33 76 N/A N/A 50 95
20196
tom28881
mcp-jira-server Claim
Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete p…
B 76 44 90 63 62 80
20197
ExpertVagabond
ibmcloud Claim 1
IBM Cloud CLI MCP server
B 76 43 100 52 N/A 50 88
20198
Gorav22
blender-mcp Claim
B 76 33 82 N/A N/A 42 95
20199
kagent-dev
kmcp Claim
CLI tool and Kubernetes Controller for building, testing and deploying MCP serv…
B 76 43 84 52 N/A 76 92
20200
davidweb3-ctrl
github Claim 1
GitHub MCP Server - List PRs, issues, repo info, and search code
B 76 33 88 N/A N/A 47 83
Showing 20151–20200 of 59385 servers
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