MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54151
Stratogenic-AI
Governance middleware for AI agents: permission gates, approvals, compliance sc…
54152
sargonpiraev
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
54153
JOYLINK-LTD
lacuna-mcp Claim
Generate AI music via the Lacuna Music API from MCP clients like Claude Desktop…
N/A N/A
54154
rmarji
Read-only MCP and HTTP proxy server for accessing Monarch Money financial data,…
54155
hyunhoonj
Enables access to South Korea's Ministry of Gender Equality and Family youth ac…
81
54156
diegorv
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
N/A N/A
54157
peterhel
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
N/A N/A
54158
lihei12345
RunCue Claim
RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI us…
N/A N/A
54159
dogkeeper886
wpa-mcp Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
N/A N/A
54160
FelipeDanielH
todo-hud-mcp Claim
MCP server for managing a todo list with gamified pomodoro features, exposing s…
54161
yakumo123118
mumuai Claim
N/A N/A 95
54162
universal-mcp
Enables sending emails and managing email delivery through Resend's API, allowi…
54163
bajpayeeritik
codegraph Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
N/A N/A
54164
kkuppula
code-rag Claim
A semantic code search MCP server that enables natural language queries against…
N/A N/A
54165
heetshah15
ScarletPlan Claim
Local-first Rutgers course planning assistant that answers 'what should I take …
N/A N/A
54166
RiteshAgarwal27
Enables lead management and permission set assignment in Salesforce through nat…
54167
olo-dot-io
Uni-CLI Claim
Operations substrate for AI agents that use real software: 311 sites/tools, log…
N/A N/A
54168
alitiknazoglu
MCProbe Claim
A stdio MCP server that audits other MCP servers over the live protocol. It con…
N/A N/A
54169
dreamiurg
Enables AI assistants to search and browse mountaineers.org for activities, cou…
N/A N/A
54170
somoscooper
cooper Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
54171
ampcome-mcps
Enables AI agents to interact with Webflow APIs for managing sites, pages, comp…
54172
mcp-hive
MCP Hive Claim
MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per r…
81
54173
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
54174
shanevcantwell
Embedding space analysis toolkit that measures semantic drift, traces trajector…
N/A N/A
54175
ameksike
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
54176
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
54177
Gill-tech
soil-wise Claim
N/A N/A 95
54178
mrabbani
Enables AI agents to manage WordPress sites via ~74 capabilities including cont…
54179
markadelnawar
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
N/A N/A
54180
infinitimeless
A simple MCP server that enables Claude to communicate with locally running LLM…
N/A N/A
54181
halans
Enables querying halans.com content via search, section retrieval, full content…
54182
SeoNaRu
Provides access to inspirational quotes through a free API, enabling users to r…
81
54183
si30rowj2
employees Claim
A sample employee database exposed as an MCP server, enabling AI agents to sear…
54184
bmdietrich
Provides cloud architecture analysis, recommendations, and artifacts (diagrams,…
N/A N/A
54185
us-all
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector.…
54186
pedrohedro
Connects Claude to Jira, allowing users to query tasks, log work, add comments,…
N/A N/A
54187
anasdevai
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
81
54188
LBurny
SymKit Claim
MCP server for symbolic computation that enables AI agents to perform step-by-s…
N/A N/A
54189
forloopcodes
contextplus Claim
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…
N/A N/A
54190
gasio-ai
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
N/A N/A
54191
reposkein
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first…
N/A N/A
54192
sena-labs
Universal MCP server for the full Replicate catalog: image, video, audio, music…
54193
takeshijuan
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
54194
allisonwhilden
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
N/A N/A 95
54195
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
54196
flamingo8006
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
N/A N/A
54197
snehalsaurabh
An MCP server that integrates with Google Places API to enable AI clients to se…
54198
p-w-4-z
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
54199
18089280501
yubin1230 Claim
N/A N/A 95
54200
atomcp-ai
polygon-mcp Claim
Enables querying real-time and historical financial market data for stocks, opt…
Showing 54151–54200 of 66502 servers