MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37251
dray-supadev
MCP server for EasyPanel that enables AI agents to manage servers, projects, se…
37252
Goingparabolic
Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-…
N/A N/A
37253
nullnumber1
Enables hybrid search over Telegram community message history, combining full-t…
N/A N/A
37254
lucaspsantana
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
37255
Futurykon
Connects AI agents to the Futurykon prediction platform, enabling them to query…
37256
cassiopeiaym
A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt …
N/A N/A
37257
Abhinab-Handique
DB_Talk Claim
Enables natural language interaction with SQLite databases using LangChain and …
N/A N/A
37258
feng111222-113
Cross-session persistent memory system using Markdown files and SQLite FTS5 ful…
N/A N/A
37259
jxnxts
mcp-brasil Claim 1
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
81
37260
cerebrixos-org
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
N/A N/A 83
37261
Thejosem4
An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…
37262
edison-zhou-nc
Orenyl Claim
MCP server providing agent memory with deterministic deletion guarantees, enabl…
N/A N/A
37263
erniomaldo
nc-forms-mcp Claim
MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…
37264
Dasistaiden
whed-tools Claim
An MCP-native pipeline for collecting structured intelligence on higher educati…
N/A N/A
37265
pruthuraut
A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testin…
N/A N/A
37266
Arcis-Protocol
@arcis/mcp Claim
Connect any AI agent to Arcis Protocol DeFi vaults through natural language, en…
37267
clusslin
Captures browser console messages (log, warn, error, etc.) and makes them avail…
N/A N/A
37268
scoutscore
ScoutScore Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
N/A N/A 95
37269
ASTLY123
Enables writing text content to Markdown files with folder organization and ove…
N/A N/A
37270
green-api
MCP gateway for WhatsApp via Green API: messaging, contacts, groups and instanc…
37271
unicornwhodev-afk
Enables AI assistants to control FL Studio on Windows through a local MCP serve…
N/A N/A 95
37272
MCP-Mirror
Enables interaction with MinIO object storage through a standardized Model-Cont…
81
37273
williamyun7
Local MCP server for checking council bin collection dates from a residential a…
37274
soup
mcp-server Claim
N/A N/A 95
37275
amal-alexander
An MCP server that connects AI assistants to SEO platforms like Google Search C…
N/A N/A
37276
Subaru486desuwa
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
37277
david-choi-querypie
david-mcp7 Claim
N/A N/A 95
37278
jtang613
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
81
37279
maxoperf
maxoperf Claim
Load & browser performance testing — drive MaxoPerf from your AI agent with you…
37280
calvinling2021-star
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 t…
37281
schwarztim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
37282
coreyhahn
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
N/A N/A
37283
udaybhasker-ub
A Model Context Protocol (MCP) server for managing investment portfolios, enabl…
37284
JEdward7777
Enables interaction with translation helps APIs through multiple interfaces (MC…
37285
Tanguito86
Modular testing and automation MCP servers for Android devices, desktop browser…
N/A N/A
37286
MurkyPuma
An MCP server that gives Claude read access to Umami web analytics, allowing na…
N/A N/A
37287
EtienneBBeaulac
Memory MCP Claim
Gives AI coding agents persistent, evolving knowledge about a codebase, enablin…
N/A N/A
37288
leocelis
28 tools that make AI write, implement, and verify structured intent — so hallu…
37289
adakov589
Slovak court decisions as MCP tools. 12,000+ decisions, GDPR-compliant, pseudon…
37290
ziyacivan
drf-mcp Claim
Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Con…
37291
hydavinci
Generate UML class diagrams from C++ source code by analyzing class structures,…
N/A N/A 95
37292
glatinone
Local, no-API-key MCP server with seven defensive SecOps tools for AI agents: e…
N/A N/A
37293
my13each
Enables free local image generation from Claude Desktop/Claude Code using the D…
N/A N/A
37294
r0x0d
MCP server for academic research using the OpenAlex API, enabling article searc…
37295
muradmalik23
sshand Claim
An open MCP server that gives any AI agent SSH access to remote Linux/Unix mach…
37296
soundbytelabs
sbl-probe Claim
Serial communication and protocol analysis MCP server that gives AI coding assi…
N/A N/A
37297
ptrinh
Final Notice Claim
Free, no-auth generator for professional debt-collection demand letters as prin…
37298
granola
Granola Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
81
37299
QuantGist-Technologies
QuantGist Claim
Macro events, earnings & market data from QuantGist for Claude and other AI age…
N/A N/A
37300
Pikaivan
ConvRadar Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
Showing 37251–37300 of 64636 servers
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