MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55251
JoshWrites
Enables Claude Desktop to query a local Zendesk Help Center knowledge graph for…
N/A N/A
55252
coroniumio
Enables management of 4G/5G mobile proxies from Coronium.io, allowing users to …
N/A N/A
55253
Linsugar
Enables authors to manage characters, chapters, world settings, and plot lines …
N/A N/A
55254
sabari245
Enables web search, page fetching, and AI-powered research via DuckDuckGo, with…
55255
cquiroz6211
Converts meetings, chats, and notes into reusable knowledge for a venture capit…
N/A N/A
55256
getinclub
Enables AI agents to connect to and query an SQLite database through the Model …
N/A N/A
55257
vishalvijay
Enables fetching upcoming events for London Desperados CC from Spond via a sing…
55258
junter1989k-ai
Latin America shipping for AI agents via Envia: compare carriers, buy labels, t…
55259
aaronspring
Enables semantic search over Jimdo help documentation to find relevant informat…
55260
bossdong955
MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Strea…
55261
choihyunsus
Soul Claim
Gives AI agents persistent memory, handoffs, and shared context across sessions…
N/A N/A
55262
greendwin
tasker Claim
Enables AI agents to manage hierarchical tasks and stories stored as Markdown f…
N/A N/A
55263
ghostmou
Provides SEO, WPO, and Asana project management tools for enhancing interaction…
55264
ali-moghadam
Bridge-MCP Claim
Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistan…
55265
pipeworx-io
France Economy & Finance Open Data MCP server providing tools to search dataset…
55266
theYahia
Enables managing Kaspi Marketplace orders through AI assistants, including list…
55267
NeetigyaShah
Enables users to define JavaScript extraction scripts for specific domains and …
55268
malston
Provides order lookup, customer lookup, and refund issuance tools with categori…
N/A N/A
55269
Knightwxch
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
55270
34t34f3
Real-time DeFi analytics MCP server for AI agents. Provides token risk analysis…
N/A N/A
55271
mschultheiss83
An MCP server for saving, managing, and enhancing context with pre-processing s…
N/A N/A
55272
vielhuber
simplemcp Claim
A simple PHP MCP server that auto-discovers tool classes via reflection and aut…
N/A N/A
55273
sjgant80-hub
fallback-mcp Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
N/A N/A
55274
0xDegenMo
lighter-mcp Claim
MCP server for [Lighter](https://lighter.xyz) — a zero-fee zk-rollup perpetual …
55275
KYBvWHxW
高性能满-汉双向机器翻译系统,支持形态分析和增强型翻译引擎。
55276
joustonhuang
AI-native URL shortener and paste handoff service for agents. Create short link…
55277
Pangu-Immortal
qflow Claim
qflow is an MCP server that transforms AI editors into project managers with 50…
N/A N/A
55278
sean-brown-dev
An MCP server that implements the Contract-First Agentic Workflow (CFAW) method…
N/A N/A
55279
liwenqikeep
Enables AI assistants to securely query and modify PostgreSQL databases, suppor…
N/A N/A
55280
Escalate17
A local MCP server that enables multiple AI coding tools to share structured pr…
N/A N/A
55281
Developer-Akademie-YouTube
Banana Claim
A simple MCP server that provides tools for adding numbers, creating text files…
N/A N/A
55282
26Ritika
An MCP server that compares your resume against a job description using semanti…
N/A N/A
55283
La0bALanG
Enables solving math, physics, chemistry and other subject problems from images…
55284
monk1337
resp-mcp Claim
SERP-free scholarly search MCP server that queries academic sources like arXiv,…
55285
Thaylo
astrograph Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
N/A N/A
55286
gppsys
Aggregates data from email, calendar, tasks, and documents to enable intelligen…
55287
moorcheh-ai
Memanto MCP Claim
MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents …
55288
serkan-ozal
Playwright-powered browser automation and debugging for VS Code and Cursor via …
N/A N/A
55289
KaranNMakim
Enables Revenue Growth Management analysis for the Alco-Bev industry using NIQ …
N/A N/A
55290
jesamkim
An MCP server for analyzing DWF files using Amazon Bedrock's Nova Pro model, en…
55291
guilhermeoguri
MCP server to attach PDF status reports to file columns on Monday.com items.
55292
afikrim
x-mcp-server Claim
Enables reading public X (Twitter) content like profiles, tweets, and search re…
55293
gorlomi-enzo
runescape-ge Claim
Look up Old School RuneScape Grand Exchange prices in real-time using the offic…
55294
anomal3
Local, free MCP server for brand logo search and shadcn/ui component search & s…
N/A N/A
55295
Jambozx
280+ free developer & security tools as MCP tools — encoders/decoders, hashes (…
55296
rodrigo-arias
MCP server for querying work checkpoints and storing finalized timesheet report…
N/A N/A
55297
radish2951
A lightweight Linear MCP server on Cloudflare Workers that enables managing iss…
55298
erickvs
Enables AI agents to speak and listen in real-time with interruption handling, …
N/A N/A
55299
wheattoast11
Enables enriched reasoning through a quantum-inspired swarm of Claude 3.7 Sonne…
N/A N/A
55300
twomasc
TaskPile Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
Showing 55251–55300 of 66495 servers