MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19151
mmethodz
dreamgraph Claim
DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → ex…
A 89 3⁄3 ◐ ⏳ 100 N/A N/A 61 95 —
19152
mattheworiordan
remi ⚡ Claim
Apple Reminders CLI and MCP server with section support and iCloud sync — the o…
A 89 3⁄3 ◐ ⏳ 90 N/A N/A 78 95 —
19153
AgentSafe-AI
Scans MCP servers for prompt injection, data exfiltration, and privilege escala…
A 89 3⁄3 ◐ ⏳ 92 N/A N/A 78 95 —
19154
can4hou6joeng4
boss-agent-cli ⚡ Claim 1
BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, we…
A 89 3⁄3 ◐ ⏳ 84 N/A N/A 90 95 —
19155
DigiCatalyst-Systems
dep-diff-mcp ⚡ Claim
Translates a lockfile diff into a human-readable upgrade plan for npm and PyPI.
A 89 3⁄3 ◐ ⏳ 90 N/A N/A 81 95 —
19156
enzoemir1
adops-mcp ⚡ Claim
CSV-first analytics for Google Ads + Meta Ads: reporting, anomaly detection, bu…
A 89 3⁄3 ◐ ⏳ 94 N/A N/A 72 95 —
19157
thetahealth
Mirobody Claim
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Of…
A 89 3⁄3 ◐ ⏳ 90 N/A N/A 78 95 —
19158
sean-sunagaku
Promptlint MCP ⚡ Claim 1
Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff.
A 89 3⁄3 ◐ ⏳ 90 N/A N/A 81 95 —
19159
rotifer-protocol
@rotifer/mcp-server ⚡ Claim 1
Self-evolving AI Agent framework — search, compare, and install Genes ranked by…
A 89 3⁄3 ◐ ⏳ 90 — — 81 95 —
19160
RonieNeubauer
cli2mcp ⚡ Claim
Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --h…
A 89 3⁄3 ◐ ⏳ 84 N/A N/A 88 95 —
19161
CE-RISE-software
Deterministic SHACL-based assessment and comparison for digital passport data m…
A 89 3⁄3 ◐ ⏳ 90 N/A N/A 79 95 —
19162
gybob
aai-gateway ⚡ Claim
Unified MCP and skill management gateway for AI agents, enabling tool discovery…
A 89 3⁄3 ◐ ⏳ 96 N/A N/A 69 95 —
19163
aflsolutions
ShadowGit MCP Server ⚡ Claim 1
Provides AI assistants with secure git access to ShadowGit repositories, enabli…
A 89 3⁄3 ◐ ⏳ 100 N/A N/A 61 95 —
19164
ariffazil
arifOS MCP Server ⚡ Claim
Provides a constitutional governance framework for AI agents, offering 13 MCP t…
A 89 3⁄3 ◐ ⏳ 90 — — 80 95 —
19165
verygoodplugins
MCP Pirsch ⚡ Claim
Pirsch Analytics with natural language queries and trend analysis
A 89 3⁄3 ◐ ⏳ 90 N/A N/A 81 95 —
19166
studiomeyer-io
local-memory-mcp ⚡ Claim
Description: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools…
A 89 3⁄3 ◐ ⏳ 90 N/A N/A 81 95 —
19167
delimit-ai
API governance for AI coding assistants. Breaking changes, policies, cross-mode…
A 89 3⁄3 ◐ ⏳ 84 N/A N/A 88 95 —
19168
s9hn
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
A 89 3⁄3 ◐ ⏳ 90 N/A N/A 79 95 —
19169
0neShot101
rbxdev-ls Claim
Luau language server and VS Code extension for Roblox, with strict type checkin…
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 65 95 —
19170
vk0dev
agent-cost-mcp ⚡ Claim
Local-first Claude Code cost analyzer. Per-tool spend, daily trends, optimizati…
A 88 3⁄3 ◐ ⏳ 82 N/A N/A 87 95 —
19171
tverney
mcp-agent-memory ⚡ Claim 1
Persistent agent memory via filesystem-native consolidation daemon. Agents read…
A 88 3⁄3 ◐ ⏳ 90 N/A N/A 74 95 —
19172
Hookwarden
Webhook signature-verification audit. Stripe, GitHub, Shopify, Twilio +17. Loca…
A 88 3⁄3 ◐ ⏳ 84 N/A N/A 85 95 —
19173
claudioemmanuel
squeez Claim
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenC…
A 88 3⁄3 ◐ ⏳ 90 N/A N/A 75 95 —
19174
jamjet-labs
jamjet Claim
Durable, agent-native AI runtime with native MCP client + server and A2A suppor…
A 88 3⁄3 ◐ ⏳ 84 N/A N/A 85 95 —
19175
keshrath
agent-tasks ⚡ Claim
Pipeline task management for AI agents - stages, dependencies, artifacts, claim…
A 88 3⁄3 ◐ ⏳ 94 N/A N/A 67 95 —
19176
fentz26
envcp ⚡ Claim 1
Encrypted environment variable vault with AI access policies, keeping secrets s…
A 88 3⁄3 ◐ ⏳ 94 N/A N/A 70 95 —
19177
daniil-shumko
cloudflare-dns-mcp ⚡ Claim 1
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 65 95 —
19178
dejuknow
md-redline ⚡ Claim
Inline review comments for markdown specs and design docs. Agents request human…
A 88 3⁄3 ◐ ⏳ 90 N/A N/A 77 95 —
19179
archradhq
deterministic ⚡ Claim
Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). …
A 88 3⁄3 ◐ ⏳ 90 N/A N/A 74 95 —
19180
the-open-agent
openagent Claim
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, su…
A 88 3⁄3 ◐ ⏳ 90 N/A N/A 77 95 —
19181
masdevid
MT5-Quant Claim
MT5 strategy development with 87 tools. Backtest, optimize, debug MQL5 EAs on m…
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 64 95 —
19182
hampsterx
claude-mcp-bridge ⚡ Claim 1
Wraps Claude Code CLI as MCP tools (query, search, structured, sessions) with s…
A 88 3⁄3 ◐ ⏳ 94 N/A N/A 84 83 —
19183
Mibayy
token-savior ⚡ Claim
Structural codebase MCP server — navigate and edit code by symbol name, not raw…
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 83 83 —
19184
cdeust
Cortex ⚡ Claim
Persistent memory for Claude Code grounded in computational neuroscience (41 ci…
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 67 95 —
19185
stevesolun
ctx ⚡ Claim
Skill, agent, MCP and harness recommendation engine for Claude Code/custom LLMs…
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 67 95 —
19186
Lifecycle-Innovations-Limited
Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, sea…
A 88 3⁄3 ◐ ⏳ 94 N/A N/A 69 95 —
19187
prassanna-ravishankar
repowire ⚡ Claim 1
Peer-to-peer mesh for AI coding agents - connect Claude Code, Opencode, Codex, …
A 88 3⁄3 ◐ ⏳ 100 N/A N/A 60 95 — HT
19188
qmediat
Gemini 2M context cache for Claude Code — persistent; repeat queries ~8x faster…
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 92 75 —
19189
skynetcmd
M3 Memory ⚡ Claim
Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no c…
A 88 3⁄3 ◐ ⏳ 88 N/A N/A 78 95 —
19190
codependentai
MCP server providing persistent cognitive infrastructure including semantic mem…
A 88 3⁄3 ◐ ⏳ 96 — — 64 95 —
19191
bahdotsh
indxr Claim
A fast codebase indexer and knowledge wiki for AI agents.
A 88 3⁄3 ◐ ⏳ 90 N/A N/A 76 95 —
19192
xiaojiou176-open
Local-first Apple Notes backup control room for macOS with a read-only MCP surf…
A 88 3⁄3 ◐ ⏳ 84 N/A N/A 87 95 —
19193
austenstone
mcp-highcharts ⚡ Claim
Enables AI agents to render interactive Highcharts visualizations directly with…
A 88 3⁄3 ◐ ⏳ 94 N/A N/A 70 95 —
19194
aicayzer
MCP server and CLI for the UK Companies House API. Search, filings, officers, d…
A 88 3⁄3 ◐ ⏳ 94 N/A N/A 84 83 —
19195
catallo
misterclaw Claim
MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, tak…
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 66 95 —
19196
urbanmorph
mdshare Claim
Markdown collaboration for AI workflows. Share markdown instantly via public li…
A 88 3⁄3 ◐ ⏳ 96 — — 67 95 —
19197
1luvc0d3
metabase-mcp ⚡ Claim
MCP server connecting Claude to Metabase with 28 tools for natural language dat…
A 88 3⁄3 ◐ ⏳ 88 N/A N/A 77 95 —
19198
AIWerk
OpenClaw MCP Client Plugin - bridges MCP servers into OpenClaw via registerTool
A 88 3⁄3 ◐ ⏳ 96 N/A N/A 66 95 —
19199
mehmetnadir
cdpilot ⚡ Claim
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart…
A 88 3⁄3 ◐ ⏳ 90 N/A N/A 75 95 —
19200
ondata
istat_mcp_server ⚡ Claim 1
MCP server to query Italian statistics (ISTAT) via SDMX API — compatible with a…
A 88 3⁄3 ◐ ⏳ 100 N/A N/A 57 95 —
Showing 19151–19200 of 69199 servers
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