MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48201
dhanavel10
Enables AI agents to read and modify Mendix application models through MCP tool…
48202
RishabhKodes
prexist Claim
Search across 9 platforms to find existing products similar to your idea.
N/A N/A 83
48203
StenSeegel
mcp-blanko Claim
A TypeScript template for building MCP servers with placeholder tools and dual …
48204
Elmoaid
TempoGraph Claim
Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
N/A N/A 95
48205
lucassampsouza
fruits-mcp Claim
Enables management of Product Fruits knowledge base articles, categories, and i…
N/A N/A
48206
tillo
Enables AI agents to protect, unprotect, and search sensitive data using Kustod…
48207
xiaoxuzhu303-prog
harmony-mcp Claim
An MCP server that enables AI assistants to interact with WeChat Mini Programs,…
N/A N/A
48208
smankoo
Enables AI agents to control the user's Chrome or Firefox browser, leveraging e…
N/A N/A
48209
schedulala
schedulala Claim
Schedule and publish social posts to 12 platforms with first comments, analytic…
48210
malliecf
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
N/A N/A
48211
pete-builds
mcp-umphreys Claim
Enables querying Umphrey's McGee setlist data including shows, songs, jam chart…
48212
bibinprathap
veritasgraph Claim
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-gr…
N/A N/A
48213
chiaha-ai
QSimHealth Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
48214
orime
A community-maintained fix for the MCP Feedback Enhanced server, resolving imag…
N/A N/A
48215
NeoAIResearch
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
N/A N/A
48216
Tymek
A Model Context Protocol server for JavaScript/TypeScript development, providin…
N/A N/A
48217
totalpropertysolutionspro-del
Connects Claude to Jobber to manage clients, jobs, invoices, quotes, and schedu…
N/A N/A
48218
metkamedia
Enables natural language management of Google Tag Manager resources including a…
48219
teileelektronik
Enables AI-powered autonomous hardware design within EasyEDA Pro, allowing user…
N/A N/A 95
48220
Career-Now
Enables AI agents to search and explore a large database of tech job listings w…
N/A N/A
48221
kylecui
NetForensicMCP Claim 1
An MCP server for offline network forensic analysis and threat intelligence, en…
N/A N/A 95
48222
gokimedia
Provides tarot card meanings, spreads (three-card, yes/no), and random draws fo…
N/A N/A
48223
ervikasti
BugForge Claim
AI-powered QA defect reporting MCP server that generates Jira-ready defect repo…
N/A N/A
48224
yahiaklk
kothar Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
N/A N/A
48225
GRU-953
dev953 Claim
dev953 method companion: exposes its multi-agent coding method as callable MCP …
N/A N/A
48226
Vetal711
A production-ready, fully asynchronous MCP server that bridges AI agents with G…
48227
christ0pper
extrapify Claim
Structured web context infrastructure for AI agents. Extract reliable schema-gu…
48228
adelaidasofia
Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so…
N/A N/A
48229
thijs-hakkenberg
A Model Context Protocol server that uses Git as a backend for a collaborative …
N/A N/A
48230
badchars
Comprehensive DNS security toolkit for AI agents: 103 tools across 13 categorie…
N/A N/A
48231
adam-nntd
Verify the authenticity of a SickSlip doctor's note from your AI assistant. Si…
81
48232
MCP server providing Playwright test generation wizard with intelligent prompts…
N/A N/A 81
48233
bdog720
Oraclarr Claim
Read-only diagnostic MCP server for a self-hosted arr stack (Sonarr, Radarr, Pr…
N/A N/A
48234
Selentar
Minimal MCP server for local speech recognition using faster-whisper. Runs on C…
N/A N/A
48235
pushkar0108
Signvoy Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
48236
orangeZSCB
Exposes OpenAlice's Trade-as-Git trading workflow to MCP-capable AI agents, ena…
N/A N/A
48237
nestordemeure
gallica-mcp Claim
Enables searching and accessing OCR text from millions of digitized documents i…
48238
HorizonMedia
Grounded Horizon Media brand Q&A for AI assistants. Authenticated MCP; brand_au…
48239
gitayg
AppCrane Claim
AppCrane is the self-hosted home for the apps your AI builds and your AI deploy…
48240
Wavix
Wavix Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
48241
floriangrousset
OPNsense MCP Server
81
48242
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
48243
CKBrennan
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
N/A N/A
48244
rodrigolive
Enables AI assistants to request information and clarification from humans via …
48245
HypnoLabs-io
Live NYC family data: neighborhoods, schools, admissions, safety, health, and r…
48246
mesquitadev
MCP server for Oracle Database enabling AI assistants to explore schemas, run q…
48247
LLMQuant
Curated list of LLM-driven trading agents, MCP servers, and agent skills for ma…
N/A N/A
48248
Jr-kenny
genskill-mcp Claim
An MCP server that lets AI agents build on GenLayer by searching documentation,…
48249 N/A N/A 95
48250
CSOAI-ORG
Fetch Http Claim
Enables fetching HTTP resources through the MCP protocol.
Showing 48201–48250 of 66518 servers
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