MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58251
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
— ○ ⏳ — N/A N/A — 95 —
58252
CSOAI-ORG
cron-ai-mcp Claim
cron-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
58253
adiIspas
transcribe Claim
Transcribe audio & video to text for AI agents: 100+ languages, speaker labels,…
— ○ ⏳ — — — — — —
58254
prodkit-labs
A local-first FastAPI and MCP safety kit for turning internal HTTP APIs into co…
— ○ ⏳ — — — — — —
58255
Kreo-one
A server template for deploying MCP servers on Cloudflare Workers with OAuth au…
— ○ ⏳ — N/A N/A — — —
58256
nexgendata-apify
Five independent news sources (AP, BBC, NPR, Hacker News, Google News) behind o…
— ○ ⏳ — — — — 81 —
58257
AriaShishegaran
kegg-mcp Claim
An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reac…
— ○ ⏳ — — — — — —
58258
rgrieselhuber
D Fetcher Claim
Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn…
— ○ ⏳ — — — — — —
58259
IsaiahDupree
Remote MCP connector for App Store + Google Play data via StoreBridge API. No a…
— ○ ⏳ — — — — — —
58260
Shaktisinhchavda
memory-mcp Claim
A local-first MCP server that exposes personal notes and files as unified seman…
— ○ ⏳ — N/A N/A — — —
58261
tyejcoleman
headroom Claim
MCP server that provides real-time rate-limit and context budget awareness to C…
— ○ ⏳ — N/A N/A — — —
58262
KodyDennon
Provides AI agents with access to Statly SDK and API documentation, enabling se…
— ○ ⏳ — — — — 81 —
58263
burgeonbot
Enables creating and inspecting Seed tables and relationships through the Seed …
— ○ ⏳ — — — — — —
58264
bit2beat
bitrix24-mcp Claim
MCP server that connects Claude to Bitrix24 — CRM, tasks, disk, calendar, chat,…
— ○ ⏳ — N/A N/A — — —
58265
BugTraceAI
reconftw-mcp Claim
Enables AI assistants to perform reconnaissance tasks using the reconFTW framew…
— ○ ⏳ — N/A N/A — — —
58266
erikzrekz
Enables AI assistants to control a browser for web automation tasks like naviga…
— ○ ⏳ — N/A N/A — — —
58267
softvoyagers
ogforge-api Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
— ○ ⏳ — — — — 81 —
58268
test260325
test_zikim Claim
— ○ ⏳ — — — — 81 —
58269
UseVynix
Vynix Claim
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI…
— ○ ⏳ — — — — — —
58270
opennod
Enables AI agents to discover and interact with business capabilities by readin…
— ○ ⏳ — — — — — —
58271
dsyorkd
MCP server for managing Raspberry Pi K3s clusters via AI assistants like Claude…
— ○ ⏳ — — — — — —
58272
JiangtaoQu
A self-evolving JavaScript reverse engineering workflow MCP server that automat…
— ○ ⏳ — N/A N/A — — —
58273
GPTHuman-ai
humanizer Claim
Transform AI-generated text into natural, human-sounding content that bypasses …
— ○ ⏳ — — — — — —
58274
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and re…
— ○ ⏳ — N/A N/A — — —
58275
nlapi
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USD…
— ○ ⏳ — — — — — —
58276
digitalpromptmarket-beep
DocQA MCP Claim
AI document verification: catch hallucinations, arithmetic errors, and field mi…
— ○ ⏳ — N/A N/A — 83 —
58277
Oseodion
Provides AI agents with a complete payments toolkit on the Pharos Atlantic Test…
— ○ ⏳ — N/A N/A — — —
58278
cameronjmcewan-dev
AdvocateMCP Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
— ○ ⏳ — — — — — —
58279
Dark-Night0
GhidraMCP Claim
ghidraMCP is an MCP server that allows LLMs to autonomously reverse engineer ap…
— ○ ⏳ — N/A N/A — — —
58280
davetorbeck
Enables visual review of UI edits by comparing before and after screenshots, re…
— ○ ⏳ — N/A N/A — 95 —
58281
bonkey
Lightweight MCP server that crawls Confluence subtrees and serves cached Markdo…
— ○ ⏳ — — — — — —
58282
Stefan-Nitu
A TypeScript/JavaScript refactoring MCP server that uses the TypeScript compile…
— ○ ⏳ — N/A N/A — — —
58283
speakeasy-api
mcp Claim
Model Context Protocol (MCP) Server for the mcp API.
— ○ ⏳ — — — — — —
58284
buzzradr
mcp Claim
Live AI trend radar: trending AI topics, why-trending signals, daily digests. N…
— ○ ⏳ — — — — — —
58285
zitlem
A message broker enabling coordination between multiple Claude Code terminals t…
— ○ ⏳ — — — — 81 —
58286
regulad
vnc-mcp Claim
Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, p…
— ○ ⏳ — N/A N/A — — —
58287
tangbodie
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
— ○ ⏳ — — — — 81 —
58288
yanggf8
Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including …
— ○ ⏳ — N/A N/A — — —
58289
TickTockBent
Moist Claim
Enables Gmail operations such as reading, sending, searching, and managing emai…
— ○ ⏳ — N/A N/A — — —
58290
Jwrede
llmprobe Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
— ○ ⏳ — — — — — —
58291
deduble
Provides grounded web search and research capabilities using Google's Gemini mo…
— ○ ⏳ — N/A N/A — — —
58292
cmdparkour
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
— ○ ⏳ — N/A N/A — — —
58293
creandoaldia
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
— ○ ⏳ — — — — — —
58294
RimeetMavani
A system integrating two independent MCP servers for Google Calendar and Google…
— ○ ⏳ — — — — — —
58295
CSOAI-ORG
schema-validator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
58296
Seif-Sameh
Kaggle-mcp Claim
MCP server for the Kaggle API: competitions, datasets, kernels, and models.
— ○ ⏳ — N/A N/A — — —
58297
pipeworx-io
Enables querying and exploring City of Eagan open geospatial data (parcels, zon…
— ○ ⏳ — — — — — —
58298
shanevcantwell
llauncher Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
— ○ ⏳ — N/A N/A — — —
58299
kwanLeeFrmVi
An MCP server that indexes documents and serves relevant context to LLMs via Re…
— ○ ⏳ — N/A N/A — — —
58300
100-mitra
An MCP-native agentic copilot for dental practices that orchestrates multiple M…
— ○ ⏳ — — — — — —
Showing 58251–58300 of 69093 servers