MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44151
HITMANdark07
neatcode-mcp Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
N/A N/A
44152
AlejandroLaraPolanco
Enables AI assistants to interact with Odoo ERP systems through natural languag…
81
44153
sahmk-sa
sahmk-mcp Claim
Official MCP server for interacting with Saudi market data (Sahmk) via natural …
N/A N/A
44154
xiaobenyang-com
mcp-12306 Claim
Search real-time 12306 ticket availability for direct and transfer journeys. Lo…
N/A N/A 95
44155 N/A N/A 95
44156
universal-mcp
Enables interaction with WhatsApp Business tools and services through a unified…
44157
mdyahhya
Public read-only MCP HTTP gateway for the Solapur software developers registry.
44158
Da51d
Aggregates data from Google Calendar, TripIt, and Fireflies.ai to generate comp…
81
44159
yahia
branddev Claim
N/A N/A 95
44160
baptitse-jn
shelf-mcp Claim
N/A N/A 95
44161
sotayamashita
Converts any OpenAPI/Swagger API specification into MCP tools that AI assistant…
44162
drifthoundhq
Enables Claude to discover and understand infrastructure-as-code drift by listi…
44163
mi4uu
brainMD Claim
Local-first markdown vault with a built-in MCP server (streamable HTTP). 16 too…
N/A N/A
44164 N/A N/A 95
44165
scheidydude
codeindex Claim
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted d…
N/A N/A
44166
kanzelsberger
Provides live App Store rankings, charts, app details, reviews, and search acro…
44167
poplores
MCP server that allows searching a local notes directory and retrieving live CP…
N/A N/A
44168
sakthivelchan89
Open-source AI governance toolkit. MCP servers & CLIs for scanning, auditing, a…
N/A N/A 95
44169
hypeprinter007-stack
16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC …
44170 81
44171
SnipMCP
thinchain Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
N/A N/A
44172
universal-mcp
Provides a standardized interface for interacting with Notion's tools and servi…
44173
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
N/A N/A 95
44174
tw00
agent2agent Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
44175
todesstoss
monobank-mcp Claim
A Model Context Protocol server that enables interaction with Monobank API, pro…
44176
m-dev-tools
m-dev-tools Claim
MCP server wrapping the m-dev-tools catalog: route_intent, describe, verify.
N/A N/A
44177
opspawn
This MCP server allows an AI assistants to search for flight information online…
N/A N/A 95
44178
renvk
MCP server for full-text search across PDF document collections with offline in…
N/A N/A
44179 N/A N/A 95
44180
CSOAI-ORG
lead-scoring-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44181
closermethod
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
44182
arcaelas
Arcaelas MCP Claim
Provides AI-powered tools for image generation, text-to-speech conversion, back…
81
44183 N/A N/A 95
44184
kodey-ai
Run SOQL queries against your Salesforce org to explore and retrieve data. Quic…
N/A N/A 95
44185
moxellabs
Atlas Claim
Local-first MCP server for querying multi-repo engineering documentation artifa…
N/A N/A
44186
borgels
Enables interaction with Saxo Bank OpenAPI for trading, portfolio management, m…
44187
spectral-mcp
Spectral Claim
Spectral records HTTP traffic from apps, uses an LLM to understand API calls, a…
N/A N/A
44188
kallusuvaidyam
Manage your Frappe benches and sites directly from Claude.ai through natural la…
N/A N/A
44189
hect0x7
JMComic AI Claim
MCP server enabling AI agents to search, download, and manage JMComic manga via…
44190
keremurat
JSON Diff Claim
Compare two JSON files deeply, ignoring order, to surface every difference. Get…
N/A N/A 95
44191
jaredmoskowitz
imessage-mcp Claim
A read-only MCP server that exposes your iMessage data to Claude Code and Claud…
N/A N/A
44192
moliver28
MCP server for AnythingLLM that enables AI document chat platform interaction w…
44193
jscottym
legal-mcp Claim
Enables US case law search, citation parsing, practice management via Clio, and…
44194
ZubeidHendricks
Interact with YouTube to search videos, get details, and manage transcripts.
N/A N/A 95
44195 N/A N/A 95
44196
3viky
Provides domain registration pricing from Joker.com and generates affiliate pur…
81
44197
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
44198
skrul
Enables AI assistants to control Pro Tools via the PTSL gRPC API, providing ses…
N/A N/A
44199
automatikstudio
An MCP server that generates conversion-optimized e-commerce product descriptio…
81
44200
MCP-Mirror
MCPDocSearch Claim
Crawls documentation websites and provides semantic search capabilities over th…
N/A N/A 95
Showing 44151–44200 of 45235 servers
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