MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38251
KeeVor
Enables AI assistants to directly query MySQL databases, list tables, and view …
N/A N/A
38252
RiteshAgarwal27
Enables lead management and permission set assignment in Salesforce through nat…
38253
pansapiens
An MCP server that provides tools for searching and fetching protein data from …
38254
olo-dot-io
Uni-CLI Claim
Operations substrate for AI agents that use real software: 311 sites/tools, log…
N/A N/A
38255
alitiknazoglu
MCProbe Claim
A stdio MCP server that audits other MCP servers over the live protocol. It con…
N/A N/A
38256
axel-belfort
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
81
38257
yarninisrael
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
N/A N/A
38258
drewbeechler
A Model Context Protocol server that provides read-only access to Google Search…
N/A N/A
38259
dreamiurg
Enables AI assistants to search and browse mountaineers.org for activities, cou…
N/A N/A
38260
Kleap-co
Kleap Claim
Enables AI agents to build, edit, and publish live websites with hosting, datab…
38261
gptimage2prompts
Open-source MCP server for AI image and video creation, enabling prompt library…
N/A N/A
38262
clauxel
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
38263
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
38264
Patryz
A server that downloads, parses, and indexes TibiaWiki content, providing 19 MC…
N/A N/A
38265
wolfcoming
Enables remote control of Android devices via ADB, including screen operations,…
N/A N/A
38266
jessn-dev
agenticscope Claim
A read-only MCP server that provides AI agents with live, structured workspace …
N/A N/A
38267
Hwenyi
Edge TTS MCP Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
38268
Kenzo2345
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
N/A N/A
38269
PowePow
Live service status, active incidents, search, and outage history from Downtest…
38270
reposkein
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first…
N/A N/A
38271
simonChoi034
A multi-provider MCP server that enables AI agents to generate and edit images …
38272
Hao17
A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilit…
N/A N/A
38273
takeshijuan
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
38274
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
38275
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
38276
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
38277
flamingo8006
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
N/A N/A
38278
snehalsaurabh
An MCP server that integrates with Google Places API to enable AI clients to se…
38279
p-w-4-z
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
38280
wiremeM
Read-only ROSCA and savings-circle answers and calculators, from Wiremi's publi…
38281
clauxel
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
38282
onmyway133
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
N/A N/A
38283
matt07anderson
oeo Claim
N/A N/A 95
38284
amerilain
MCP server for Polymarket prediction markets enabling query of markets, events,…
38285
thisismugil
cric-mcp Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
38286
foragekit Claim 1
Epistemic foraging for AI agents: source discovery, verified evidence, uncertai…
N/A N/A 81
38287
mcp-developers Claim 1
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
N/A N/A 69
38288
pavelpilyak
devrecall Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
N/A N/A
38289
sandeepramdas
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
N/A N/A
38290
portofcams
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
38291
saumdabi
pm-agents Claim
A multi-agent product-management copilot that automates morning briefings, metr…
N/A N/A
38292
node2flow-th
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
38293
felix-windsor
A Model Context Protocol server that enables semantic vector search over Obsidi…
N/A N/A
38294
shubham0086
Enables agents to share state via a blackboard, record and retrieve failure res…
N/A N/A
38295
pipeworx-io
Search, explore, and query open data from Loire-Atlantique (France) via natural…
38296
Syncause
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
N/A N/A
38297
daviesevan-svg
Enables AI agents to search availability, price rooms, and make real bookings v…
38298
turtlehq-tech
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
38299
patrikmichi
Storyblok MCP Claim 1
An MCP server that enables AI assistants like Cursor and Claude to interact wit…
81
38300
scotia1973-bot
api-hub Claim
300+ free MCP tools: weather, crypto, DNS, QR, colors, SEO, UUIDs, and more.
Showing 38251–38300 of 66549 servers
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