diff --git a/autoload/SpaceVim.vim b/autoload/SpaceVim.vim
index 6b8f16cc9..313c26678 100644
--- a/autoload/SpaceVim.vim
+++ b/autoload/SpaceVim.vim
@@ -630,6 +630,10 @@ let g:spacevim_project_rooter_patterns = ['.git/', '_darcs/', '.hg/', '.bzr/', '
 " Enable/Disable changing directory automatically. Enabled by default.
 let g:spacevim_project_rooter_automatically = 1
 
+""
+" Config the command line prompt for flygrep and denite etc.
+let g:spacevim_commandline_prompt = '➭'
+
 ""
 " @section lint_on_the_fly, options-lint_on_the_fly
 " @parentsection options
diff --git a/autoload/SpaceVim/api/data/string.vim b/autoload/SpaceVim/api/data/string.vim
index 815543963..927189ec3 100644
--- a/autoload/SpaceVim/api/data/string.vim
+++ b/autoload/SpaceVim/api/data/string.vim
@@ -7,6 +7,16 @@
 " License: GPLv3
 "=============================================================================
 
+""
+" @section data#string, api-data-string
+" @parentsection api
+"
+" @subsection Functions
+"
+" split(str [, sep [, keepempty[, max]]])
+"
+"   run vim command, and return the output of such command.
+
 let s:self = {}
 
 function! s:self.trim(str) abort
@@ -125,6 +135,28 @@ function! s:self.strB2Q(str) abort
   
 endfunction
 
+
+function! s:self.split(str, ...) abort
+  let sep = get(a:000, 0, '')
+  let keepempty = get(a:000, 1, 0)
+  let max = get(a:000, 2, -1)
+  let rlist = split(a:str, sep, keepempty)
+  if max >= 2
+    let rst = []
+    for item in rlist
+      if len(rst) >= max - 1
+        break
+      endif
+      call add(rst, item)
+    endfor
+    let last = join(rlist[max-1:], sep)
+    call add(rst, last)
+    return rst
+  else
+    return rlist
+  endif
+endfunction
+
 function! SpaceVim#api#data#string#get() abort
   return deepcopy(s:self)
 endfunction
diff --git a/autoload/SpaceVim/api/prompt.vim b/autoload/SpaceVim/api/prompt.vim
index d55aada36..2aa3953c3 100644
--- a/autoload/SpaceVim/api/prompt.vim
+++ b/autoload/SpaceVim/api/prompt.vim
@@ -141,7 +141,7 @@ endf
 
 func! s:self._build_prompt() abort
   normal! :
-  let ident = repeat(' ', self.__cmp.win_screenpos(0)[1])
+  let ident = repeat(' ', self.__cmp.win_screenpos(0)[1] - 1)
   echohl Comment | echon ident . self._prompt.mpt
   echohl None | echon self._prompt.begin
   echohl Wildmenu | echon self._prompt.cursor
diff --git a/autoload/SpaceVim/api/vim/compatible.vim b/autoload/SpaceVim/api/vim/compatible.vim
index eae36a0e2..c0268d5e7 100644
--- a/autoload/SpaceVim/api/vim/compatible.vim
+++ b/autoload/SpaceVim/api/vim/compatible.vim
@@ -27,6 +27,15 @@
 " has(feature)
 "
 "   check if {feature} is supported in current version.
+"
+" getjumplist()
+"
+"   return a list of jump position, like result of |:jump|
+
+
+" Load SpaceVim API:
+
+let s:STRING = SpaceVim#api#import('data#string')
 
 let s:self = {}
 
@@ -249,9 +258,31 @@ else
 endif
 
 function! s:self.set_buf_line() abort
-  
+
 endfunction
 
+if exists('*getjumplist')
+  function! s:self.getjumplist() abort
+    return getjumplist()
+  endfunction
+else
+  function! s:self.getjumplist() abort
+    let jumpinfo = split(self.execute(':jumps'), "\n")[1:-2]
+    let result = []
+    "   20   281   23 -invalid-
+    for info in jumpinfo
+      let [jump, line, col, file_text] = s:STRING.split(info, '', 0, 4)
+      call add(result, {
+            \ 'bufnr' : jump,
+            \ 'lnum' : line,
+            \ 'col' : col,
+            \ })
+    endfor
+    return result
+  endfunction
+endif
+
+
 function! SpaceVim#api#vim#compatible#get() abort
   return deepcopy(s:self)
 endfunction
diff --git a/autoload/SpaceVim/mapping/search.vim b/autoload/SpaceVim/mapping/search.vim
index ee5b93f3a..84f12eb9c 100644
--- a/autoload/SpaceVim/mapping/search.vim
+++ b/autoload/SpaceVim/mapping/search.vim
@@ -24,7 +24,7 @@ let s:search_tools.a = {}
 let s:search_tools.a.command = 'ag'
 let s:search_tools.a.default_opts =
       \ [
-      \ '-i', '--column', '--hidden', '--ignore',
+      \ '-i', '--nocolor', '--filename', '--noheading', '--column', '--hidden', '--ignore',
       \ '.hg', '--ignore', '.svn', '--ignore', '.git', '--ignore', '.bzr',
       \ ]
 let s:search_tools.a.recursive_opt = []
diff --git a/autoload/SpaceVim/plugins/flygrep.vim b/autoload/SpaceVim/plugins/flygrep.vim
index 3e46abf0d..cbd32b18b 100644
--- a/autoload/SpaceVim/plugins/flygrep.vim
+++ b/autoload/SpaceVim/plugins/flygrep.vim
@@ -43,6 +43,7 @@ function! s:grep_timer(timer) abort
   endif
   let cmd = s:get_search_cmd(s:current_grep_pattern)
   call SpaceVim#logger#info('grep cmd: ' . string(cmd))
+  call SpaceVim#logger#info('full cmd: ' . join(cmd))
   let s:grepid =  s:JOB.start(cmd, {
         \ 'on_stdout' : function('s:grep_stdout'),
         \ 'on_stderr' : function('s:grep_stderr'),
@@ -64,17 +65,28 @@ function! s:get_search_cmd(expr) abort
   endif
   let cmd += s:grep_expr_opt
   if !empty(s:grep_files) && type(s:grep_files) == 3
+    " grep files is a list, which mean to use flygrep searching in 
+    " multiple files
     let cmd += [a:expr] + s:grep_files
   elseif !empty(s:grep_files) && type(s:grep_files) == 1
+    " grep file is a single file
     let cmd += [a:expr] + [s:grep_files]
   elseif !empty(s:grep_dir)
+    " grep dir is not a empty string
     if s:grep_exe == 'findstr'
       let cmd += [s:grep_dir] + [a:expr] + ['%CD%\*']
     else
       let cmd += [a:expr] + [s:grep_dir]
     endif
   else
-    let cmd += [a:expr] + s:grep_ropt
+    " if grep dir is empty, grep files is empty, which means searhing in
+    " current directory.
+    let cmd += [a:expr] 
+    " in window, when using rg, ag, need to add '.' at the end.
+    if s:SYS.isWindows && (s:grep_exe == 'rg' || s:grep_exe == 'ag' )
+      let cmd += ['.']
+    endif
+    let cmd += s:grep_ropt
   endif
   " let cmd = map(cmd, 'shellescape(v:val)')
   " if has('win32')
@@ -211,7 +223,7 @@ endfunction
 " }}}
 
 " API: MPT._prompt {{{
-let s:MPT._prompt.mpt = '➭ '
+let s:MPT._prompt.mpt = g:spacevim_commandline_prompt . ' '
 " }}}
 
 " API: MPT._onclose {{{
@@ -250,6 +262,8 @@ function! s:grep_stdout(id, data, event) abort
   let datas =filter(a:data, '!empty(v:val)')
   " let datas = s:LIST.uniq_by_func(datas, function('s:file_line'))
   if bufnr('%') == s:flygrep_buffer_id
+    " You probably split lines by \n, but Windows ses \r\n, so the \r (displayed via ^M) is still left.
+    " ag support is broken in windows + neovim-qt
     if getline(1) ==# ''
       call setline(1, datas)
     else
diff --git a/config/plugins/denite.vim b/config/plugins/denite.vim
index 926ab0101..998e43f3d 100644
--- a/config/plugins/denite.vim
+++ b/config/plugins/denite.vim
@@ -13,7 +13,7 @@ let s:denite_options = {
       \ 'highlight_matched_range' : 'MoreMsg',
       \ 'direction': 'rightbelow',
       \ 'statusline' : has('patch-7.4.1154') ? v:false : 0,
-      \ 'prompt' : '➭',
+      \ 'prompt' : g:spacevim_commandline_prompt,
       \ }}
 
 function! s:profile(opts) abort
diff --git a/docs/_posts/2018-01-31-grep-on-the-fly-in-spacevim.md b/docs/_posts/2018-01-31-grep-on-the-fly-in-spacevim.md
index c4cab9b31..d8c13f309 100644
--- a/docs/_posts/2018-01-31-grep-on-the-fly-in-spacevim.md
+++ b/docs/_posts/2018-01-31-grep-on-the-fly-in-spacevim.md
@@ -20,6 +20,18 @@ SpaceVim 中代码检索采用的是 FlyGrep 这个插件，包括了常用的
 
 ![searching project](https://user-images.githubusercontent.com/13142418/35278709-7856ed62-0010-11e8-8b1e-e6cc6374b0dc.gif)
 
+## 安装搜索工具
+
+FlyGrep 异步调用搜索工具，搜索并展示结果，目前支持的搜索工具包括：`rg`, `ag`, `pt`, `grep`, `findstr`, `ack`。
+以上这些工具在 Linux 系统下默认包含了 `grep`，Windows 系统下默认包含了 `findstr`。其他工具安装方式如下：
+
+### Windows
+
+在 Windows 下，可以直接下载解压，可执行文件所在目录加入 `PATH` 即可。
+
+- rg: [ripgrep releases](https://github.com/BurntSushi/ripgrep/releases)
+- ag: [the_silver_searcher-win32](https://github.com/k-takata/the_silver_searcher-win32/releases)
+
 ## 特性
 
 - 实时检索全工程文件
diff --git a/test/api/data/string.vader b/test/api/data/string.vader
index 868c01201..2134c404c 100644
--- a/test/api/data/string.vader
+++ b/test/api/data/string.vader
@@ -1,5 +1,6 @@
 Execute ( SpaceVim api: data#string ):
   let str = SpaceVim#api#import('data#string')
+  AssertEqual str.split('   20   281   23 -invalid-', '', 0, 4)[2], '23'
   AssertEqual str.trim(' s b '), 's b'
   AssertEqual str.trim_start(' s b '), 's b '
   AssertEqual str.trim_end(' s b '), ' s b'
diff --git a/wiki/cn/Following-HEAD.md b/wiki/cn/Following-HEAD.md
index 31e928408..e4351e9e7 100644
--- a/wiki/cn/Following-HEAD.md
+++ b/wiki/cn/Following-HEAD.md
@@ -45,7 +45,7 @@
 - Fix FlyGrep syntax to support different outputs ([#2363](https://github.com/SpaceVim/SpaceVim/pull/2363), [`0b26f40`](https://github.com/SpaceVim/SpaceVim/commit/0b26f407d879427505418f5c3b4c1d753f3f4317))
 - Fix `project_rooter_automatically = 0` option to not change directory to project root ([#2363](https://github.com/SpaceVim/SpaceVim/pull/2365))
 - Add log for generate configuration file ([#2369](https://github.com/SpaceVim/SpaceVim/pull/2369))
-
+- Fix flygrep and neovim support in windows os ([#2371](https://github.com/SpaceVim/SpaceVim/pull/2371))
 
 ### 移除的功能
 
@@ -57,7 +57,6 @@
 
 ## 上一个版本
 
-SpaceVim 于 2018-09-26 发布 v0.9.0 版本，可查阅办法发布文章：
+SpaceVim 于 2018-09-26 发布 v0.9.0 版本，可查阅版本发布文章：
 
 - [SpaceVim 发布 v0.9.0 版本](https://spacevim.org/SpaceVim-release-v0.9.0/)
-
diff --git a/wiki/en/Following-HEAD.md b/wiki/en/Following-HEAD.md
index 5c9ec58af..f228a29df 100644
--- a/wiki/en/Following-HEAD.md
+++ b/wiki/en/Following-HEAD.md
@@ -41,9 +41,11 @@ The next release is v1.0.0.
 - Fix dein-ui error, add syntax ([#2352](https://github.com/SpaceVim/SpaceVim/pull/2352), [`c9e1d4c`](https://github.com/SpaceVim/SpaceVim/commit/c9e1d4c9635c483bb3334c00ed36026d18950070))
 - Fix fullscreen key binding ([#2351](https://github.com/SpaceVim/SpaceVim/pull/2351))
 - Added missed syntax for detached FlyGrep ([#2353](https://github.com/SpaceVim/SpaceVim/pull/2353), [`08d0713`](https://github.com/SpaceVim/SpaceVim/commit/08d0713c4494ca401942a6ca10a48a1ac8484ce1))
+- Add log for generate configuration file ([#2369](https://github.com/SpaceVim/SpaceVim/pull/2369))
 - Fix FlyGrep syntax to support different outputs ([#2363](https://github.com/SpaceVim/SpaceVim/pull/2363), [`0b26f40`](https://github.com/SpaceVim/SpaceVim/commit/0b26f407d879427505418f5c3b4c1d753f3f4317))
 - Fix `project_rooter_automatically = 0` option to not change directory to project root ([#2363](https://github.com/SpaceVim/SpaceVim/pull/2365))
 - Add log for generate configuration file ([#2369](https://github.com/SpaceVim/SpaceVim/pull/2369))
+- Fix flygrep and neovim support in windows os ([#2371](https://github.com/SpaceVim/SpaceVim/pull/2371))
 
 ### Removed
 
@@ -55,5 +57,6 @@ The next release is v1.0.0.
 
 ## Latest Release
 
-SpaceVim releases v0.9.0 at 2018-09-26, please check the
-[release page](https://spacevim.org/SpaceVim-release-v0.9.0/) for all the details
+SpaceVim releases v0.9.0 at 2018-09-26, please check the release page:
+
+- [SpaceVim releases v0.9.0](https://spacevim.org/SpaceVim-release-v0.9.0/) for all the details