MCP Server Quality Scores

Independent quality analysis of 66105 public MCP servers

66105
Discovered
31533
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65551
TheLlamainator
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
N/A N/A
65552
matthewwilliams949-ops
nakodo Claim
Warm introductions to the right builder, matched privately on your work. Double…
N/A N/A
65553
OLGTX303
voxcpm-mcp Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
N/A N/A
65554
anhmtk
Solana DeFi MCP: Meteora DLMM brief+detail; Solana DEX scout. Commerce optional.
65555
huakexie
x-mcp-lite Claim
Read-only Twitter API server with bookmark and like management, plus anti-rate-…
N/A N/A
65556
pipeworx-io
Ebird Claim
eBird MCP — Cornell Lab of Ornithology citizen-science bird observations
65557
Plong-Wasin
outlook-mcp Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
65558
stevTresCloud
Enables spawning and managing multiple Claude Code agents in parallel with mode…
N/A N/A
65559
sktime
sktime-mcp Claim
An MCP server that enables LLMs to discover, reason about, compose, and execute…
65560
andsky
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
N/A N/A
65561
AiLMe-AI
MCP server for hybrid medical consultation integrating Western and Traditional …
N/A N/A
65562
@intruder-io
intruder-mcp Claim
N/A N/A 95
65563
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
65564
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
65565
mambalabsdev
Resolves a company domain or name to its LinkedIn URL with confidence and firmo…
N/A N/A 83
65566
cyanheads
Search and fetch ~800K Federal Reserve economic time-series from the FRED API v…
N/A N/A
65567
junter1989k-ai
Georgia payments for AI agents — TBC checkout via TBC Bank. Never holds funds.
65568
pma1999
simpson-mcp Claim
Search characters, episodes, and locations from The Simpsons by name and get de…
N/A N/A 95
65569
axel-belfort
New Solana token launch scanner API for AI agents. Monitor new token deployment…
81
65570
smythmyke
AI image annotation and marketing-visual generator powered by [MarkItUp](https:…
65571
EtienneBBeaulac
Enables AI coding agents to access and manage multiple configured workspace rep…
N/A N/A
65572
Bigred97
rba-mcp Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
N/A N/A
65573
schwarztim
Enables AI assistants to perform authorized WiFi security assessments, includin…
65574
luxiaolei
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
N/A N/A
65575
Mireye-Labs
earth Claim
MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-…
65576
Taump
obyte-mcp Claim
A local MCP server that enables AI tools to query Obyte blockchain data includi…
N/A N/A
65577
ikki-ai
maideo Claim
Books professional home cleaning services anywhere in metropolitan France end-t…
65578
janoujan
Provides secure access to Exegol penetration testing tools for CTF competitions…
N/A N/A 95
65579
AutomateLab-tech
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite fo…
N/A N/A
65580
jobswithgpt
Search remote and onsite jobs through the public Corvi Careers MCP server.
81
65581
astroway
astroway-mcp Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
65582
Melgencer
Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Work…
65583
michalperni11-gif
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
65584
apexradius
Multi-account Google Ads MCP: campaigns, keywords, search terms, and ad perform…
N/A N/A
65585
aborroy
Turns hundreds of Alfresco MCP REST endpoints into a small set of tools for a l…
N/A N/A
65586
HefnySco
Implements the Tree of Thoughts framework for structured reasoning and decision…
N/A N/A
65587
Schubeler-Consulting
knowmind Claim
AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations,…
N/A N/A
65588
jerelvelarde
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
N/A N/A
65589
satheeshkondaveni
FastMCP server providing health check, greeting, and UUID generation tools.
65590
OfflineCreatorStudio
Create images and videos with OfflineCreator Studio through OAuth or the npm st…
65591
lazymac2x
Cloudflare Workers MCP server: ai-crawler-policy
65592
Chust-dev
mt5ctl Claim
An MCP server for operating headless MetaTrader 5 terminals — over SSH, from yo…
65593
danylo-dudok
vocald Claim
Headless text-to-speech and speech-to-text server with REST and MCP API, suppor…
65594
junter1989k-ai
Peru CPE invoices for AI agents - issue, query, void facturas/boletas via SUNAT…
65595
jeeftor
Inspect and safely operate Audiobookshelf libraries over MCP.
N/A N/A
65596
Tharun135
Provides lightweight documentation review tools including issue detection, read…
N/A N/A
65597
tecnomanu
Provides network monitoring capabilities including real-time latency measuremen…
N/A N/A
65598
longevity-genie
addgene-mcp Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
65599
Cavinooo
claude-find Claim
Pull Deep Memory from across your Claude Code Sessions — when you need it.
N/A N/A
65600
andyleimc-source
Wraps Jimeng AI's image and video generation APIs for AI assistants to create a…
N/A N/A
Showing 65551–65600 of 66105 servers