MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29892
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19151
safiyu
kontexta Claim
A local-first MCP server that gives AI coding agents persistent memory and cont…
A 89 33 90 N/A N/A 80 95
19152
TheKingHippopotamus
GOLEM-3DMCP-Rhino- Claim
GOLEM-3DMCP implements the Model Context Protocol to give AI agents direct, pro…
A 89 33 90 N/A N/A 80 95
19153
keshrath
agent-discover Claim
MCP server registry and marketplace that enables dynamic discovery, installatio…
A 89 33 94 N/A N/A 72 95
19154
mattheworiordan
remi Claim
Apple Reminders CLI and MCP server with section support and iCloud sync — the o…
A 89 33 90 N/A N/A 78 95
19155
gybob
aai-gateway Claim
Unified MCP and skill management gateway for AI agents, enabling tool discovery…
A 89 33 96 N/A N/A 69 95
19156
aflsolutions
ShadowGit MCP Server Claim 1
Provides AI assistants with secure git access to ShadowGit repositories, enabli…
A 89 33 100 N/A N/A 61 95
19157
k1p1l0
Supercharged Claude Code Official Telegram plugin — threading, voice messages 2…
A 89 33 96 N/A N/A 70 95
19158
mmethodz
dreamgraph Claim
DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → ex…
A 89 33 100 N/A N/A 61 95
19159
AgentSafe-AI
Scans MCP servers for prompt injection, data exfiltration, and privilege escala…
A 89 33 92 N/A N/A 78 95
19160
Glade-tool
glade-mcp-unity Claim
Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to your Un…
A 89 33 100 N/A N/A 63 95
19161
avansaber
tailtest-cline Claim 1
Adversarial test generation for AI coding sessions. Detects language and framew…
A 89 33 96 N/A N/A 68 95
19162
RonieNeubauer
cli2mcp Claim
Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --h…
A 89 33 84 N/A N/A 88 95
19163
thetahealth
mirobody Claim
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
A 89 33 90 N/A N/A 78 95
19164
rotifer-protocol
@rotifer/mcp-server Claim 1
Self-evolving AI Agent framework — search, compare, and install Genes ranked by…
A 89 33 90 81 95
19165
s9hn
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
A 89 33 90 N/A N/A 79 95
19166
DigiCatalyst-Systems
dep-diff-mcp Claim
Translates a lockfile diff into a human-readable upgrade plan for npm and PyPI.
A 89 33 90 N/A N/A 81 95
19167
supermodeltools
mcp Claim 1
Save up to 40% on agent token costs with code graphs: call graphs, dependency g…
A 89 33 96 N/A N/A 70 95
19168
sean-sunagaku
Promptlint MCP Claim 1
Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff.
A 89 33 90 N/A N/A 81 95
19169
fentz26
envcp Claim 1
Encrypted environment variable vault with AI access policies, keeping secrets s…
A 88 33 94 N/A N/A 70 95
19170
masdevid
MT5-Quant Claim
MT5 strategy development with 87 tools. Backtest, optimize, debug MQL5 EAs on m…
A 88 33 96 N/A N/A 64 95
19171
stevesolun
ctx Claim
Skill, agent, MCP and harness recommendation engine for Claude Code/custom LLMs…
A 88 33 96 N/A N/A 67 95
19172
Lifecycle-Innovations-Limited
Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, sea…
A 88 33 94 N/A N/A 69 95
19173
AshwanthramKL
whoop-mcp Claim 2
Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/…
A 88 33 94 N/A N/A 84 83
19174
h5i-dev
h5i Claim
Next-Gen AI-Aware Git
A 88 33 86 N/A N/A 81 95
19175
LukeLamb
Lets Claude query and manage a local Ollama server — list models, inspect them,…
A 88 33 100 N/A N/A 60 95
19176
hampsterx
claude-mcp-bridge Claim 1
Wraps Claude Code CLI as MCP tools (query, search, structured, sessions) with s…
A 88 33 94 N/A N/A 84 83
19177
dejuknow
md-redline Claim
Inline review comments for markdown specs and design docs. Agents request human…
A 88 33 90 N/A N/A 77 95
19178
cdeust
Cortex Claim
Persistent memory for Claude Code grounded in computational neuroscience (41 ci…
A 88 33 96 N/A N/A 67 95
19179
toonight
Mnemoscope Claim
Predictive context-rot scoring, Ed25519-signed agent-write journal, and working…
A 88 33 84 N/A N/A 85 95
19180
prassanna-ravishankar
repowire Claim 1
Peer-to-peer mesh for AI coding agents - connect Claude Code, Opencode, Codex, …
A 88 33 100 N/A N/A 60 95 HT
19181
daniil-shumko
cloudflare-dns-mcp Claim 1
A 88 33 96 N/A N/A 65 95
19182
aadeshrao123
Unreal-MCP Claim
Controls Unreal Engine 5 editor from AI coding assistants, enabling 280 command…
A 88 33 90 N/A N/A 74 95
19183
vk0dev
agent-cost-mcp Claim
Local-first Claude Code cost analyzer. Per-tool spend, daily trends, optimizati…
A 88 33 82 N/A N/A 87 95
19184
claudioemmanuel
squeez Claim
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenC…
A 88 33 90 N/A N/A 75 95
19185
archradhq
deterministic Claim
Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). …
A 88 33 90 N/A N/A 74 95
19186
austenstone
mcp-highcharts Claim
Enables AI agents to render interactive Highcharts visualizations directly with…
A 88 33 94 N/A N/A 70 95
19187
qmediat
Gemini 2M context cache for Claude Code — persistent; repeat queries ~8x faster…
A 88 33 96 N/A N/A 92 75
19188
alpic-ai
skybridge Claim
Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. T…
A 88 33 78 N/A N/A 94 95
19189
iamtouchskyer
memex Claim
Zettelkasten-based agent memory system with bidirectional links
A 88 33 84 N/A N/A 84 95
19190
bahdotsh
indxr Claim
A fast codebase indexer and knowledge wiki for AI agents.
A 88 33 90 N/A N/A 76 95
19191
skynetcmd
M3 Memory Claim
Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no c…
A 88 33 88 N/A N/A 78 95
19192
Hookwarden
Webhook signature-verification audit. Stripe, GitHub, Shopify, Twilio +17. Loca…
A 88 33 84 N/A N/A 85 95
19193
tverney
mcp-agent-memory Claim 1
Persistent agent memory via filesystem-native consolidation daemon. Agents read…
A 88 33 90 N/A N/A 74 95
19194
mehmetnadir
cdpilot Claim
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart…
A 88 33 90 N/A N/A 75 95
19195
keshrath
agent-tasks Claim
Pipeline task management for AI agents - stages, dependencies, artifacts, claim…
A 88 33 94 N/A N/A 67 95
19196
sarveshsea
m-moire Claim
A 88 33 90 N/A N/A 74 95
19197
catallo
misterclaw Claim
MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, tak…
A 88 33 96 N/A N/A 66 95
19198
aicayzer
MCP server and CLI for the UK Companies House API. Search, filings, officers, d…
A 88 33 94 N/A N/A 84 83
19199
GuyMannDude
Mnemo Cortex Claim
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based …
A 88 33 88 N/A N/A 79 95
19200
ondata
istat_mcp_server Claim 1
MCP server to query Italian statistics (ISTAT) via SDMX API — compatible with a…
A 88 33 100 N/A N/A 57 95
Showing 19151–19200 of 59221 servers
« Prev 1 382 383 384 385 386 1185 Next »