MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67301
just-an-oldsalt
Bob Ross Claim
Enables AI agents to manage a Canonical Landscape estate, including inventory, …
— ○ ⏳ — — — — — —
67302 — ○ ⏳ — N/A N/A — 95 —
67303
chiz0me
Enables scanning Express.js route surfaces for inventory and audit, classifying…
— ○ ⏳ — N/A N/A — — —
67304
enrique-pastrana
Read-only MCP server that exposes Grafana dashboards, datasources, and metric/l…
— ○ ⏳ — — — — — —
67305
Facets-cloud
Enables AI assistants to explore and interact with the Facets Control Plane API…
— ○ ⏳ — — — — — —
67306
mahimn01
MCP server wrapping worldmonitor global intelligence dashboard, exposing 140 to…
— ○ ⏳ — — — — — —
67307
CoReason-AI
CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federat…
— ○ ⏳ — N/A N/A — — —
67308
mercytopsy50
Normalizes and serves corporate events (earnings, dividends, splits, M\&A) from…
— ○ ⏳ — — — — 81 —
67309
rdacomp
Use Claude to control or ask questions about your Altium project.
— ○ ⏳ — N/A N/A — — —
67310
Lucas-Servi
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
— ○ ⏳ — — — — — —
67311
ilo.begashvili
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
67312
anurag-dhamala
Fetches up-to-date news articles from newsdata.io, supporting queries by countr…
— ○ ⏳ — — — — — —
67313
fikriaf
Enables LLMs to fetch and extract web page content as markdown, supporting chun…
— ○ ⏳ — — — — — —
67314
hGf-hansheng
ca Claim
— ○ ⏳ — N/A N/A — 95 —
67315
SrAndres629
An institutional-grade algorithmic trading platform that bridges MetaTrader 5 w…
— ○ ⏳ — N/A N/A — — —
67316
costkits
costkits-mcp Claim
Provides live US healthcare cost data including procedure cost estimates, provi…
— ○ ⏳ — — — — — —
67317
vectra-ai-research
Connects AI assistants to the Vectra AI On-Premise security platform for natura…
— ○ ⏳ — — — — — —
67318
Tonetete
Enables AI assistants to interact with GitLab repositories, manage branches, cr…
— ○ ⏳ — N/A N/A — — —
67319
stardeltapower
Enables management of Upmind platform products, categories, pricing, and bundle…
— ○ ⏳ — — — — — —
67320
maker240305
Enables to generate day trip itineraries in Korea using real-time public data f…
— ○ ⏳ — — — — — —
67321
theNullP0inter
OdinMCP Claim
A distributed MCP server framework enabling scalable task execution across mult…
— ○ ⏳ — — — — — —
67322
Shanahan-Suresh
Introspects a Django REST API's OpenAPI schema and exposes each endpoint as an …
— ○ ⏳ — — — — — —
67323
LWaetzig
An MCP server for searching Google Scholar, enabling paper search, author looku…
— ○ ⏳ — — — — — —
67324
binsarjr
Automates setup and configuration for frappe-mcp, enabling management of multip…
— ○ ⏳ — N/A N/A — 95 —
67325
Stankjedi
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
— ○ ⏳ — N/A N/A — — —
67326
davidpanter
Provides systems thinking models as composable analysis lenses for architecture…
— ○ ⏳ — N/A N/A — — —
67327
rahulrajaram
gptqueue Claim
Enables AI agents to discover each other and exchange typed messages through a …
— ○ ⏳ — N/A N/A — — —
67328
chenwei791129
Enables AI assistants to control a browser for web automation tasks like naviga…
— ○ ⏳ — N/A N/A — — —
67329
Alex-eng-ux
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
— ○ ⏳ — N/A N/A — — —
67330
kvas-it
mcp-ltm Claim
Provides persistent long-term memory for AI assistants with tag-based retrieval…
— ○ ⏳ — N/A N/A — — —
67331
EricFor
2CaptchaMCP Claim
Integrates with 2Captcha to solve various CAPTCHA types (image, reCAPTCHA, hCap…
— ○ ⏳ — N/A N/A — — —
67332
mdwells
Search current remote / work-from-home jobs by category, region, perk, or compa…
— ○ ⏳ — — — — — —
67333
1036007003-wq
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
— ○ ⏳ — — — — — —
67334
modelclixxo
dsview-mcp Claim
Local MCP server for building an agent-facing integration around DreamSourceLab…
— ○ ⏳ — N/A N/A — — —
67335 — ○ ⏳ — N/A N/A — 95 —
67336
Cronlytic
A comprehensive Model Context Protocol (MCP) server that integrates with the Cr…
— ○ ⏳ — — — — — —
67337
tulaman
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
— ○ ⏳ — N/A N/A — — —
67338
alphaassay
Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe…
— ○ ⏳ — — — — — —
67339
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
— ○ ⏳ — — — — — —
67340
ddpie
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
— ○ ⏳ — — — — — —
67341
proofsh
MCP server providing tools to interact with Obsidian via the Local REST API com…
— ○ ⏳ — N/A N/A — — —
67342
arc-mcp
arc-mcp-hub Claim
A thin, deterministic MCP hub for SAP BTP that routes connections to multiple S…
— ○ ⏳ — — — — — —
67343
jordanburke
A local MCP server that enables LLMs to execute shell commands on remote hosts …
— ○ ⏳ — N/A N/A — — —
67344
lazymac2x
Cloudflare Workers MCP server: interactive-api-playground
— ○ ⏳ — — — — — —
67345
0x3at
tasks Claim
— ○ ⏳ — N/A N/A — 95 —
67346
kikohz
Free web search MCP server using SearXNG, supporting web search, news search, a…
— ○ ⏳ — — — — — —
67347
junna-legal
A production-ready foundation for building secure, observable MCP servers with …
— ○ ⏳ — — — — — —
67348
Claraxyb
Integrates Tolk compiler tools into AI assistants, enabling compilation of Tolk…
— ○ ⏳ — N/A N/A — — —
67349
JNX03
MCP server that gives Claude human-like control of a Windows PC with its own vi…
— ○ ⏳ — N/A N/A — — —
67350
c0cl3c
Serves markdown knowledge from a git repository over MCP, providing tools to li…
— ○ ⏳ — — — — — —
Showing 67301–67350 of 68965 servers